何のコーパスか: 切削・びびり・工具摩耗・面粗さ、研削・放電・レーザ、溶接ビード・欠陥、鋳造・鍛造・圧延・押出、射出成形・板金・粉末冶金、付加製造のメルトプール・in-situ 検出、複合材・熱処理・表面処理、はんだ・SMT・AOI、半導体・ウェハ・リソ・CMP、組立・CAPP、SPC・Cpk、デジタルツイン・予知保全。
Fullseye でなぜ要るか: 工程ごとの「何を測れば品質が分かるか」。検査ワークフロー層・spc 族・3D 計測・roughness 族・振動の PoC の当て先。
来歴: OpenAlex から取得した論文メタデータ 2,400 本(2012 年以降、fetch_openalex_topical.py)を TF-IDF + k-means で 64 クラスタに階層化し(raptor の corpus2skill、2026-09-21)、各クラスタの要約を LLM(claude-haiku-4-5)が書いた。ここに載せるのはその要約と、代表論文の題名・著者・年・DOI だけ(メタデータは CC0。抄録は出版社の権利なので写さない)。要約は生成時の英語のまま。正直な限界: 文献は原理・選定・校正の研究が中心で、型番やデータシートの数値(製品知識)は薄い。
使い方(op に落とす): 各クラスタの「使う op」は、知識のテーマ → op の対応表(tools/gen_literature_notes.py の THEME_OPS、人が書いたもの)で引いた実在の op(生成時に出荷ノート 3,623 本の一覧と突き合わせ、無ければ止まる)。op の後ろはなぜ使うかと型。テーマに当たらないクラスタは「op に落ちていない」と書く(Fullseye に無い領域を隠さない)。読む順: 工程・部品の話題 → クラスタ → 使う op → op ノート(型の契約・実行できる例)→ 実装。末尾の「op → クラスタ」で逆に引ける。
488 本
This cluster covers advanced materials processing and manufacturing techniques centered on lithography, nanofabrication, and materials characterization. It encompasses laser-based micromachining, nanoimprint lithography, two-photon polymerization, and related technologies for creating precise micro- and nanostructures across diverse material platforms.
使う op(テーマ → op の対応表から。ノートで型と例を確かめてから使う):
csi_height_map(白色干渉の高さ、zscan → depth)、csi_envelope(干渉包絡、sweep → signal)、chromatic_confocal_height(クロマティック共焦点、sweep → measurement)、surface_psd(研磨面のスペクトル、depth → pairs)、thin_film_reflectance(薄膜の反射率、signal → signal)、dc_rpca_sparse(パターン欠陥、image → image)、ncc_locate(ダイの位置、image → match)、mtf_diffraction(光学系の解像限界、入力なし → pairs)、wavefront_stats(波面収差、table → table)、preston_removal_map(CMP・研磨の除去深さ(Preston の式)、matrix × scalar × scalar × scalar → image2d)、silicon_free_carrier_absorption(ドープした Si の近赤外の吸収、入力なし → pairs)、pl_image_simulate(ウェハの PL 像(キャリア拡散で欠陥がどう見えるか)、image2d → image2d)、sem_render(SEM 像の縁効果(Dice は高いのに面積が太る)、image2d → image2d)、sam_cscan(接合のボイドを超音波(SAM)の位相で、labels2d × table → table)spectrum_to_srgb(分光 → 色、signal → vector)、material_catalog(材質の外観表、入力なし → table)、oren_nayar(粗い面の反射、normalmap → image2d)、brdf_microfacet(微小面の反射、normalmap → image2d)、metallic_flake_normals(メタリック塗装、入力なし → normalmap)、corrosion_mask(腐食域、入力なし → image2d)、cooc_feature_matrix(組織のテクスチャ、image → feature)、gabor(方向性のテクスチャ、image → image)、vol_granulometry(CT の空隙分布、voxel → measurement)、entropy_image(組織の乱れ、image → image)、material_table(材料の光学物性表(83 種、光学系と観察対象が同じ表を引く)、入力なし → table)、material_optical_constants(波長ごとの n, k、入力なし → table)、material_transmittance(厚さ d の透過率、入力なし → pairs)、thermo_optic_coefficient(温度で変わる屈折率、入力なし → table)、phase_fractions(粉末 X 線回折から相の割合、signal × signal × table → table)、scherrer_size(回折線の幅から結晶子の大きさ(Scherrer)、scalar × scalar × scalar → scalar)mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、gcode_extrusion_volume(押し出し量、table → measurement)、gcode_time_estimate(所要時間、table → measurement)、print_layer_defect_map(層画像の欠け・はみ出し、image2d × image2d → image2d)、read_3mf(3MF 読み、text → mesh)、write_3mf(3MF 書き、text × mesh → text)、vol_wall_thickness(造形物 CT の肉厚、voxel → signal)bearing_defect_frequencies(軸受の欠陥周波数、入力なし → table)、envelope_spectrum(包絡スペクトル、signal → table)、spectral_kurtosis(衝撃の帯域、signal → table)、ae_band_power(アコースティック・エミッションの帯域パワー、signal × scalar → table)、cepstrum(ケプストラム、signal → table)、order_spectrum(次数スペクトル、signal → table)、stft(時間周波数、signal → table)、spc_ewma(劣化の監視、signal → table)、motion_magnify(動画からの振動、video → table)、phase_displacement(位相ベースの変位、video → table)docs/SENSOR_PLAYBOOK.mdcalibration_views(校正板の合成ビュー、table → table)、distortion_map(歪みの地図、table → table)、pnp_ransac(外部パラメータ、points × keypoints → pose)、bundle_adjust(多視点の同時最適化、pose × points → table)、project_spherical(LiDAR の球面投影、points → image2d)、depth_to_points(深度 → 点群、depth → points)、normals_from_depth(深度 → 法線、depth → normalmap)、dtof_depth(dToF の距離、counts → measurement)、fmcw_range_profile(FMCW レーダの距離、beatcube → signal)、range_doppler_map(距離・速度の地図、beatcube → image2d)、lf_depth_from_focus(ライトフィールドの深度、lightfield → image2d)、photon_uncertainty(光子計数の誤差棒、image2d → image2d)、spad_deadtime_correct(SPAD の不感時間補正、countrate → countrate)、emva_photon_transfer(カメラの利得と雑音(EMVA 1288 の光子伝達)、signal × signal → table)、emva_quantum_efficiency(量子効率、signal × signal → table)、silicon_photodiode_qe(Si フォトダイオードの分光感度、入力なし → pairs)、spectral_integral(光源 × 対象 × センサの波長積分、pairs → measurement)、kalman_smooth(観測の欠けた軌跡を前後から(Kalman 平滑化)、matrix × matrix × matrix × matrix × matrix × signal × matrix → table)fbp_volume(電池 CT の再構成、sinostack → voxel)、vol_label(層のラベル、voxel → labels)、vol_region_props(層の性質、labels → table)、metal_trace_interpolate(金属アーチファクト、sinogram → sinogram)、beam_hardening_correct(カッピング、sinogram → sinogram)lens_system(レンズ系の定義、入力なし → table)、paraxial_trace(近軸追跡、table → table)、depth_of_field(焦点深度、入力なし → table)、illumination_design(照明設計、入力なし → table)、illumination_uniformity(照明の均一性、image2d → table)、render_through_lens(設計レンズ越しの像、image2d × table → image2d)、material_dispersion(ガラスの分散(材料表)、入力なし → pairs)、abbe_number(アッベ数、入力なし → table)、fiber_lp_modes(光ファイバの伝搬モード、入力なし → table)、fiber_bundle_coupling(ライトガイドの照明効率、入力なし → table)、separate_direct_global(直接光と大域光を分ける(高周波照明)、images → table)、solid_angle_light(照射立体角を制御する照明(V-ISA 型照明・照射立体角制御照明)を真似る光源: 照明の円錐の半角と向き、入力なし → table)、solid_angle_boundaries(照射立体角と観察立体角(レンズの NA)から、明暗が切り替わる面の傾きの境界、table → table)、solid_angle_brightness(鏡面の傾きと明るさ(照射立体角と観察立体角の重なり、明視野と暗視野の境目)、table → table)This cluster covers advanced semiconductor materials and quantum-scale phenomena, with emphasis on ultrawide-bandgap semiconductors, two-dimensional materials like graphene and transition metal dichalcogenides, and their applications in high-performance devices.
csi_height_map(白色干渉の高さ、zscan → depth)、csi_envelope(干渉包絡、sweep → signal)、chromatic_confocal_height(クロマティック共焦点、sweep → measurement)、surface_psd(研磨面のスペクトル、depth → pairs)、thin_film_reflectance(薄膜の反射率、signal → signal)、dc_rpca_sparse(パターン欠陥、image → image)、ほか 8 個: ncc_locate、mtf_diffraction、wavefront_stats、preston_removal_map、silicon_free_carrier_absorption、pl_image_simulate、sem_render、sam_cscanThis cluster encompasses advanced optical and fabrication techniques for creating nanoscale structures and devices, including laser-based processing, lithography methods, and nanomaterial patterning approaches.
csi_height_map(白色干渉の高さ、zscan → depth)、csi_envelope(干渉包絡、sweep → signal)、chromatic_confocal_height(クロマティック共焦点、sweep → measurement)、surface_psd(研磨面のスペクトル、depth → pairs)、thin_film_reflectance(薄膜の反射率、signal → signal)、dc_rpca_sparse(パターン欠陥、image → image)、ほか 23 個: ncc_locate、mtf_diffraction、wavefront_stats、preston_removal_map、silicon_free_carrier_absorption、pl_image_simulate、sem_render、sam_cscan、lens_system、paraxial_trace、depth_of_field、illumination_design、illumination_uniformity、render_through_lens、spectrum_to_srgb、material_dispersion、abbe_number、fiber_lp_modes、fiber_bundle_coupling、separate_direct_global、solid_angle_light、solid_angle_boundaries、solid_angle_brightnessThis cluster covers advanced manufacturing technologies, industrial processes, and control systems with applications spanning laser-based manufacturing, additive techniques, and intelligent automation.
This cluster covers coating and deposition technologies used to create functional surface layers for specialized applications.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 23 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thickness、spectrum_to_srgb、thin_film_reflectance、material_catalog、oren_nayar、brdf_microfacet、metallic_flake_normals、corrosion_mask、cooc_feature_matrix、gabor、vol_granulometry、entropy_image、material_table、material_optical_constants、material_transmittance、thermo_optic_coefficient、phase_fractions、scherrer_sizeThis cluster covers advanced synthesis and production techniques for metal-organic frameworks (MOFs) and hybrid materials, including mechanochemical synthesis, freeze casting, and large-scale manufacturing methods.
This cluster covers advanced lithium and battery technologies, focusing on material science, electrode design, and manufacturing processes for next-generation energy storage systems.
fbp_volume(電池 CT の再構成、sinostack → voxel)、vol_wall_thickness(電極・セパレータの厚み、voxel → signal)、vol_label(層のラベル、voxel → labels)、vol_region_props(層の性質、labels → table)、metal_trace_interpolate(金属アーチファクト、sinogram → sinogram)、beam_hardening_correct(カッピング、sinogram → sinogram)This cluster covers fiber-reinforced composite (FRC) materials, their manufacturing processes, structural properties, and advanced applications.
spectrum_to_srgb(分光 → 色、signal → vector)、thin_film_reflectance(薄膜の干渉色、signal → signal)、material_catalog(材質の外観表、入力なし → table)、oren_nayar(粗い面の反射、normalmap → image2d)、brdf_microfacet(微小面の反射、normalmap → image2d)、metallic_flake_normals(メタリック塗装、入力なし → normalmap)、ほか 11 個: corrosion_mask、cooc_feature_matrix、gabor、vol_granulometry、entropy_image、material_table、material_optical_constants、material_transmittance、thermo_optic_coefficient、phase_fractions、scherrer_sizeThis cluster covers wearable and sensor technologies integrated with healthcare monitoring, including nanomaterial-based sensors, flexible electronics, and bioanalytical devices for real-time physiological data collection.
bearing_defect_frequencies(軸受の欠陥周波数、入力なし → table)、envelope_spectrum(包絡スペクトル、signal → table)、spectral_kurtosis(衝撃の帯域、signal → table)、ae_band_power(アコースティック・エミッションの帯域パワー、signal × scalar → table)、cepstrum(ケプストラム、signal → table)、order_spectrum(次数スペクトル、signal → table)、ほか 22 個: stft、spc_ewma、motion_magnify、phase_displacement、calibration_views、distortion_map、pnp_ransac、bundle_adjust、project_spherical、depth_to_points、normals_from_depth、dtof_depth、fmcw_range_profile、range_doppler_map、lf_depth_from_focus、photon_uncertainty、spad_deadtime_correct、emva_photon_transfer、emva_quantum_efficiency、silicon_photodiode_qe、spectral_integral、kalman_smooth245 本
This cluster covers the scientific and engineering fundamentals of sheet metal forming processes, including deep drawing, bending, forging, and rolling operations. It encompasses material behavior analysis, simulation techniques, and process optimization strategies for transforming flat or bulk metal into shaped components suitable for industrial applications.
使う op(テーマ → op の対応表から。ノートで型と例を確かめてから使う):
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、fit_spline_curve(曲げ線の当てはめ、points → points)、curvature_torsion(曲線の曲率、points → pairs)filtered_backprojection(CT 再構成、sinogram → image2d)、sart_reconstruct(少数投影の再構成、sinogram → image2d)、beam_hardening_correct(カッピングの補正、sinogram → sinogram)、ring_artifact_remove(リングアーチファクト、sinogram → sinogram)、vol_label(空隙のラベル、voxel → labels)、vol_region_props(空隙の性質、labels → table)、filter_by_volume(大きさで選別、voxel → voxel)、vol_granulometry(空隙の大きさ分布、voxel → measurement)simcal_model(順方向の物理モデルとつまみ(単位・範囲・カメラの雑音モデル)を組む、入力なし → simmodel)、simcal_simulate(つまみの値で模型を走らせて画像を作る、simmodel → images)、simcal_observe(実物の画像を位置合わせ・関心領域・露出の正規化をして模型に付ける、simmodel × images → simmodel)、simcal_screen(どのつまみが雑音を越えて画像を動かすか・交絡しているか、simmodel → table)、simcal_fit(重みつき最小二乗で合わせ、決まらないつまみは数を出さずに拒否する、simmodel → calresult)、simcal_identifiability(Cramér-Rao 下界とプロファイル尤度で、決まるつまみか・上限しか言えないかを判定する、calresult → calresult)、simcal_uncertainty(決まったつまみの区間(Laplace かブートストラップ)、calresult → calresult)、simcal_validate(取り置いた画像で過適合の門(LOCKED は 1 回だけ)、calresult × simmodel → calresult)、simcal_discrepancy(残差 PCA でモデルの食い違いを見つけ、不確かさが楽観側だと注記する、calresult → calresult)、simcal_report(較正の表 1 枚(走らせなかった検査は not run と書く)、calresult → table)This cluster covers the phenomenon of springback in sheet metal and tube bending processes, including micro-scaled and macro-scaled applications across various materials (aluminum, steel, titanium).
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、ほか 2 個: fit_spline_curve、curvature_torsionThis cluster covers deep drawing and sheet metal forming processes, focusing on simulation techniques, material formability analysis, and process optimization.
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、ほか 2 個: fit_spline_curve、curvature_torsionThis cluster covers computational and experimental techniques for simulating metal forging, forming, and deformation processes.
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、ほか 20 個: fit_spline_curve、curvature_torsion、filtered_backprojection、sart_reconstruct、beam_hardening_correct、ring_artifact_remove、vol_label、vol_region_props、filter_by_volume、vol_granulometry、simcal_model、simcal_simulate、simcal_observe、simcal_screen、simcal_fit、simcal_identifiability、simcal_uncertainty、simcal_validate、simcal_discrepancy、simcal_reportThis cluster covers metal sheet forming and manufacturing technologies, including deep-drawing processes, sheet-bulk metal forming (SBMF), and stamping operations.
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、ほか 2 個: fit_spline_curve、curvature_torsionThis cluster covers advanced sheet metal forming techniques, particularly deep drawing processes conducted at elevated temperatures.
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、ほか 2 個: fit_spline_curve、curvature_torsionThis cluster covers friction behavior, lubrication strategies, and material forming processes in deep drawing operations.
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、ほか 2 個: fit_spline_curve、curvature_torsionThis cluster covers springback compensation and control strategies in sheet metal forming processes, with particular emphasis on incremental sheet forming (ISF) techniques.
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、ほか 2 個: fit_spline_curve、curvature_torsionThis cluster covers metal rolling and forming processes, with emphasis on asymmetric rolling techniques and the mechanical dynamics involved in sheet metal deformation.
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、ほか 2 個: fit_spline_curve、curvature_torsion425 本
This cluster covers advanced manufacturing techniques that optimize machining operations through process control, tool monitoring, and surface quality management. It integrates computational modeling, real-time diagnostics, and machine learning to improve efficiency and part quality across CNC routing, EDM, milling, turning, and grinding processes.
使う op(テーマ → op の対応表から。ノートで型と例を確かめてから使う):
mesh_area(表面積、mesh → measurement)、mesh_volume(体積、mesh → measurement)、vertex_curvature(曲率(角・フィレット)、mesh → curvature)、decimate_qem(間引き、mesh → mesh)、mesh_isotropic_remesh(等方リメッシュ、mesh → mesh)、mesh_to_voxel(メッシュ → 体積、mesh → voxel)、mesh_sample_points(メッシュ → 点群、mesh → points)、shape_index(局所形状の型、points → descriptor)、d2_distribution(形状の記述子(検索・比較)、points → descriptor)、procrustes_distance(位置・向き・大きさを除いた形の差、points × points → measurement)、shape_pca(同種部品の形のばらつき(統計形状モデル)、shapeset → shapemodel)docs/ENGINE.md、docs/EVOLUTION_ENVIRONMENT.md)は設計パラメータを適応度で回す側vol_euler_number(連結性(閉じた空隙の数)、voxel → measurement)、vol_wall_thickness(最小肉厚、voxel → signal)、edt_jfa(距離変換(肉厚・隙間)、voxel → sdf)、vol_granulometry(空隙の大きさ分布、voxel → measurement)、inertia_tensor(慣性テンソル、points → matrix)、principal_moments(主慣性モーメント、points → descriptor)surface_filter(粗さのフィルタ(うねりと分ける)、depth → depth)、surface_form_remove(形状の除去、depth → depth)、profile_params(Ra / Rz など、signal → table)、surface_params(Sa / Sq など、depth → table)、surface_psd(面のパワースペクトル、depth → pairs)、stft(びびりの時間周波数、signal → table)、spectral_kurtosis(衝撃性(工具欠損)、signal → table)、order_spectrum(回転次数のスペクトル、signal → table)、angular_resample(回転同期の再標本化、signal → table)、cut_force_fit(切断力の模型(Atkins)を力の列に当てはめる、signal × signal × scalar → table)、cut_surface_roughness(切り口の粗さ、rgb × scalar × scalar × signal → table)、gcode_read(CNC の G-code も同じ語彙で読む、text → table)doe_orthogonal_array(直交表(L4〜L27、公表された表)で条件を少ない回数で振る、入力なし → design)、doe_fractional_factorial(一部実施要因計画(分解能と交絡表つき)、入力なし → design)、doe_central_composite(応答曲面のための中心複合計画、入力なし → design)、doe_box_behnken(角を踏まない応答曲面の計画、入力なし → design)、doe_lhs(シミュレーションの入力をラテン超方格で埋める、入力なし → design)、doe_encode(条件の記録を符号化(−1..+1)へ、matrix → design)、doe_decode(計画を装置の設定値へ戻す、design → matrix)、doe_main_effects(主効果の応答表(SN 比は参考、判断は平均と散らばり)、design × signal → table)、rsm_fit(応答曲面・分散分析・停留点(支えない次数は拒否)、design × signal → table)、mv_pls(条件 ⇔ 画像の特徴量の部分最小二乗(Q² と VIP)、matrix × signal → table)、mv_pca(特徴量の主成分と独立な次元の数、matrix → table)、feat_image_vector(画像を名前と単位つきの特徴量の表に、images → table)、doe_morris(効くつまみを少ない回数でふるう(Morris)、入力なし → design)、sens_morris(要素効果の μ* と σ、design × signal → table)、doe_saltelli(Sobol’ 指数のための標本行列、入力なし → design)、sens_sobol(Sobol’ の S1・ST(交互作用の分も)と信頼区間、design × signal → table)、mv_confounding(データから決まるパラメータの組(共線性指数)、matrix → table)、mv_residual_pca(残差に残った構造 = モデルに足りないもの、matrix → table)temporal_bandpass(動画の時間帯域(揺らぎ)、video → video)、motion_magnify(微小な動きの拡大、video → table)、video_spacetime_cube(時空間の立方体、video → voxel)、video_summary_keyframes(要約コマ、video → indices)、blob_count(スパッタ・粒の数、region → feature)、area_center(溶融池の面積と重心、region → match)、volseq_magnify_motion(3D+t の拍動の拡大、volseq → volseq)、focus_sweep_height_video(焦点掃引 → 高さの時系列、volseq → video)gaussian_beam(ビームの伝搬、入力なし → table)、airy_pattern(集光スポット、入力なし → image2d)、depth_of_field(焦点深度、入力なし → table)、beer_lambert_transmittance(透過率、signal → signal)、fresnel_dielectric(反射率、signal → signal)、irradiance_map(照度分布、table → image2d)、material_optical_constants(加工材の n, k(材料表)、入力なし → table)、speckle_statistics(レーザ照明のスペックルの統計、image2d → table)preston_pressure_kernel(工具の下の圧力分布、scalar × scalar × scalar → image2d)、preston_removal_map(軌跡と力から除去深さの地図(Preston の式)、matrix × scalar × scalar × scalar → image2d)、preston_track_profile(1 本の軌跡の除去の断面、signal × scalar × scalar × scalar → signal)、preston_coefficient_fit(測った除去から Preston 係数 k_p、image2d × image2d → table)、removal_depth_from_heights(前後の高さから除去深さ、image2d × image2d → image2d)、wipe_coverage(拭けた面積の割合、image2d × scalar → table)、coat_thickness_from_image(残った膜の厚さを画像から(Beer–Lambert)、image2d × scalar → image2d)This cluster covers Electrical Discharge Machining (EDM) and its variants, including powder-mixed EDM and nano-particle enhanced processes.
gaussian_beam(ビームの伝搬、入力なし → table)、airy_pattern(集光スポット、入力なし → image2d)、depth_of_field(焦点深度、入力なし → table)、beer_lambert_transmittance(透過率、signal → signal)、fresnel_dielectric(反射率、signal → signal)、irradiance_map(照度分布、table → image2d)、ほか 2 個: material_optical_constants、speckle_statisticsThis cluster covers advanced cutting and machining techniques that control surface quality and material removal processes.
mesh_area(表面積、mesh → measurement)、mesh_volume(体積、mesh → measurement)、vertex_curvature(曲率(角・フィレット)、mesh → curvature)、decimate_qem(間引き、mesh → mesh)、mesh_isotropic_remesh(等方リメッシュ、mesh → mesh)、mesh_to_voxel(メッシュ → 体積、mesh → voxel)、ほか 17 個: mesh_sample_points、shape_index、d2_distribution、procrustes_distance、shape_pca、surface_filter、surface_form_remove、profile_params、surface_params、surface_psd、stft、spectral_kurtosis、order_spectrum、angular_resample、cut_force_fit、cut_surface_roughness、gcode_readThis cluster covers the analysis and mitigation of chatter vibrations in milling operations, focusing on stability prediction, detection, and control across various milling configurations and materials.
surface_filter(粗さのフィルタ(うねりと分ける)、depth → depth)、surface_form_remove(形状の除去、depth → depth)、profile_params(Ra / Rz など、signal → table)、surface_params(Sa / Sq など、depth → table)、surface_psd(面のパワースペクトル、depth → pairs)、stft(びびりの時間周波数、signal → table)、ほか 6 個: spectral_kurtosis、order_spectrum、angular_resample、cut_force_fit、cut_surface_roughness、gcode_readThis cluster covers computer numerical control (CNC) machining operations, encompassing optimization techniques, tool condition monitoring, process control, and quality assurance across various machining processes including milling, turning, routing, and gear manufacturing.
surface_filter(粗さのフィルタ(うねりと分ける)、depth → depth)、surface_form_remove(形状の除去、depth → depth)、profile_params(Ra / Rz など、signal → table)、surface_params(Sa / Sq など、depth → table)、surface_psd(面のパワースペクトル、depth → pairs)、stft(びびりの時間周波数、signal → table)、ほか 6 個: spectral_kurtosis、order_spectrum、angular_resample、cut_force_fit、cut_surface_roughness、gcode_readThis cluster covers predictive modeling and optimization techniques for surface roughness in machining operations.
mesh_area(表面積、mesh → measurement)、mesh_volume(体積、mesh → measurement)、vertex_curvature(曲率(角・フィレット)、mesh → curvature)、decimate_qem(間引き、mesh → mesh)、mesh_isotropic_remesh(等方リメッシュ、mesh → mesh)、mesh_to_voxel(メッシュ → 体積、mesh → voxel)、ほか 35 個: mesh_sample_points、shape_index、d2_distribution、procrustes_distance、shape_pca、surface_filter、surface_form_remove、profile_params、surface_params、surface_psd、stft、spectral_kurtosis、order_spectrum、angular_resample、cut_force_fit、cut_surface_roughness、gcode_read、doe_orthogonal_array、doe_fractional_factorial、doe_central_composite、doe_box_behnken、doe_lhs、doe_encode、doe_decode、doe_main_effects、rsm_fit、mv_pls、mv_pca、feat_image_vector、doe_morris、sens_morris、doe_saltelli、sens_sobol、mv_confounding、mv_residual_pcaThis cluster covers electrical discharge machining (EDM) and wire electrical discharge machining (WEDM) techniques applied to advanced materials including titanium alloys, ceramics, semiconductors, and composite materials.
surface_filter(粗さのフィルタ(うねりと分ける)、depth → depth)、surface_form_remove(形状の除去、depth → depth)、profile_params(Ra / Rz など、signal → table)、surface_params(Sa / Sq など、depth → table)、surface_psd(面のパワースペクトル、depth → pairs)、stft(びびりの時間周波数、signal → table)、ほか 14 個: spectral_kurtosis、order_spectrum、angular_resample、cut_force_fit、cut_surface_roughness、gcode_read、gaussian_beam、airy_pattern、depth_of_field、beer_lambert_transmittance、fresnel_dielectric、irradiance_map、material_optical_constants、speckle_statisticsThis cluster focuses on laser cutting and kerf quality characteristics across various materials including polymers, composites, and metals.
surface_filter(粗さのフィルタ(うねりと分ける)、depth → depth)、surface_form_remove(形状の除去、depth → depth)、profile_params(Ra / Rz など、signal → table)、surface_params(Sa / Sq など、depth → table)、surface_psd(面のパワースペクトル、depth → pairs)、stft(びびりの時間周波数、signal → table)、ほか 14 個: spectral_kurtosis、order_spectrum、angular_resample、cut_force_fit、cut_surface_roughness、gcode_read、gaussian_beam、airy_pattern、depth_of_field、beer_lambert_transmittance、fresnel_dielectric、irradiance_map、material_optical_constants、speckle_statisticsThis cluster covers advanced monitoring and quality control techniques for grinding operations, with emphasis on machine learning applications for real-time process detection.
temporal_bandpass(動画の時間帯域(揺らぎ)、video → video)、motion_magnify(微小な動きの拡大、video → table)、video_spacetime_cube(時空間の立方体、video → voxel)、video_summary_keyframes(要約コマ、video → indices)、blob_count(スパッタ・粒の数、region → feature)、area_center(溶融池の面積と重心、region → match)、ほか 21 個: volseq_magnify_motion、focus_sweep_height_video、surface_filter、surface_form_remove、profile_params、surface_params、surface_psd、stft、spectral_kurtosis、order_spectrum、angular_resample、cut_force_fit、cut_surface_roughness、gcode_read、preston_pressure_kernel、preston_removal_map、preston_track_profile、preston_coefficient_fit、removal_depth_from_heights、wipe_coverage、coat_thickness_from_image151 本
This cluster covers injection molding defect prediction and mitigation, with particular emphasis on warpage and shrinkage as critical quality issues. It addresses computer modeling approaches, process optimization strategies, and compensation techniques used to predict and control dimensional deformations in molded plastic parts across automotive, medical device, and consumer electronics applications.
使う op(テーマ → op の対応表から。ノートで型と例を確かめてから使う):
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、blob_count(欠陥の数、region → feature)、circularity(形の記述、region → feature)、sfp_normals(黒光沢・透明部品の法線を偏光から、polsweep → table)、check_difference(良品(基準)画像との差が許容を超える画素、image2d × image2d → mask)、blob_features(欠陥ごとの形の特徴量、labels2d → table)、separate_touching(接した粒・欠陥を分ける(watershed)、voxel → labels)、pod_hitmiss_fit(欠陥の大きさごとの検出確率(POD)、table → table)、varmodel_fit(良品を並べて画素ごとの許容帯を作る(HALCON の variation model、誤検出率を宣言)、video → table)、varmodel_score(許容帯の外の画素を、何 σ 外れたかと領域ごとに説明する、image2d × table → table)、anomaly_pro(欠陥図の方法を、欠陥 1 つずつの重なり(PRO / AUPRO)で比べる、video × video → table)、solid_angle_sweep(照射立体角を振って打痕・傷のコントラストの山を探す(V-ISA 型照明の立体角の設定)、入力なし → pairs)、solid_angle_render(照射立体角を絞る・広げる・ずらして、鏡面の打痕・ヘアラインの傷・梨地のムラを撮る、normalmap × table → image2d)docs/ENGINE.md、docs/EVOLUTION_ENVIRONMENT.md)は設計パラメータを適応度で回す側vol_euler_number(連結性(閉じた空隙の数)、voxel → measurement)、vol_wall_thickness(最小肉厚、voxel → signal)、edt_jfa(距離変換(肉厚・隙間)、voxel → sdf)、vol_granulometry(空隙の大きさ分布、voxel → measurement)、mesh_volume(体積(材料量)、mesh → measurement)、inertia_tensor(慣性テンソル、points → matrix)、principal_moments(主慣性モーメント、points → descriptor)doe_orthogonal_array(直交表(L4〜L27、公表された表)で条件を少ない回数で振る、入力なし → design)、doe_fractional_factorial(一部実施要因計画(分解能と交絡表つき)、入力なし → design)、doe_central_composite(応答曲面のための中心複合計画、入力なし → design)、doe_box_behnken(角を踏まない応答曲面の計画、入力なし → design)、doe_lhs(シミュレーションの入力をラテン超方格で埋める、入力なし → design)、doe_encode(条件の記録を符号化(−1..+1)へ、matrix → design)、doe_decode(計画を装置の設定値へ戻す、design → matrix)、doe_main_effects(主効果の応答表(SN 比は参考、判断は平均と散らばり)、design × signal → table)、rsm_fit(応答曲面・分散分析・停留点(支えない次数は拒否)、design × signal → table)、mv_pls(条件 ⇔ 画像の特徴量の部分最小二乗(Q² と VIP)、matrix × signal → table)、mv_pca(特徴量の主成分と独立な次元の数、matrix → table)、feat_image_vector(画像を名前と単位つきの特徴量の表に、images → table)、doe_morris(効くつまみを少ない回数でふるう(Morris)、入力なし → design)、sens_morris(要素効果の μ* と σ、design × signal → table)、doe_saltelli(Sobol’ 指数のための標本行列、入力なし → design)、sens_sobol(Sobol’ の S1・ST(交互作用の分も)と信頼区間、design × signal → table)、mv_confounding(データから決まるパラメータの組(共線性指数)、matrix → table)、mv_residual_pca(残差に残った構造 = モデルに足りないもの、matrix → table)fbp_volume(電池 CT の再構成、sinostack → voxel)、vol_label(層のラベル、voxel → labels)、vol_region_props(層の性質、labels → table)、metal_trace_interpolate(金属アーチファクト、sinogram → sinogram)、beam_hardening_correct(カッピング、sinogram → sinogram)This cluster covers optimization techniques and process parameters in injection molding manufacturing, with emphasis on simulation-driven design approaches.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 18 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_render、fbp_volume、vol_wall_thickness、vol_label、vol_region_props、metal_trace_interpolate、beam_hardening_correctThis cluster covers the analysis, prediction, and optimization of shrinkage and warpage defects in injection molding and additive manufacturing processes.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 12 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_renderThis cluster covers the design, optimization, and implementation of cooling systems in injection molding processes, with particular emphasis on conformal cooling channel architectures.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 18 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_render、fbp_volume、vol_wall_thickness、vol_label、vol_region_props、metal_trace_interpolate、beam_hardening_correctThis cluster addresses the optimization of injection molding processes with a focus on minimizing shrinkage and warpage defects in plastic and composite parts.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 12 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_renderThis cluster covers computational and optimization techniques for injection molding processes, including mathematical modeling, multi-objective optimization algorithms, machine learning approaches, and parameter control strategies.
vol_euler_number(連結性(閉じた空隙の数)、voxel → measurement)、vol_wall_thickness(最小肉厚、voxel → signal)、edt_jfa(距離変換(肉厚・隙間)、voxel → sdf)、vol_granulometry(空隙の大きさ分布、voxel → measurement)、mesh_volume(体積(材料量)、mesh → measurement)、inertia_tensor(慣性テンソル、points → matrix)、ほか 37 個: principal_moments、dc_local_contrast_norm、dc_rpca_sparse、defect_contrast、illumination_design、lighting_sweep、auto_threshold、blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_render、doe_orthogonal_array、doe_fractional_factorial、doe_central_composite、doe_box_behnken、doe_lhs、doe_encode、doe_decode、doe_main_effects、rsm_fit、mv_pls、mv_pca、feat_image_vector、doe_morris、sens_morris、doe_saltelli、sens_sobol、mv_confounding、mv_residual_pcaThis cluster addresses injection molding as a manufacturing process, with particular focus on controlling part quality through process parameter optimization and thermal management.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 12 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_renderThis cluster covers injection molding and related manufacturing processes (compression molding, packing) with emphasis on process optimization, parameter control, and quality assurance.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 12 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_renderThis cluster addresses the optimization of injection molding process parameters to minimize quality defects, particularly warpage and shrinkage in plastic components.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 12 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_render174 本
This cluster covers arc welding and related joining processes, encompassing advanced welding techniques, process control, quality assessment, and the physical phenomena governing weld formation. The documents address both traditional arc welding methods (gas metal arc, submerged arc) and hybrid approaches, with emphasis on thermal dynamics, structural integrity, and process optimization across diverse materials and applications.
使う op(テーマ → op の対応表から。ノートで型と例を確かめてから使う):
decode_fringe(構造化光の縞を復号、images → depth)、unwrap_phase_2d(位相のアンラップ、image2d → image2d)、triangulate_column(三角測量 → ビードの高さ、image2d → depth)、fit_poly_surface(母材面、image2d × image2d × image2d → poly_surface)、surface_form_error(ビードの形状誤差、image2d → measurement)、specular_free_transform(アークの映り込みを除く、rgbimage → rgbimage)、predict_fringe_phase_error(溝の相互反射で縞の位相が外れる量を事前に、table → table)、triangulation_speckle_limit(レーザ光切断の高さの床(スペックル)、入力なし → table)、vol_wall_thickness(CT の溶け込み深さ、voxel → signal)、beam_hardening_correct(金属 CT のアーチファクト、sinogram → sinogram)strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、fit_spline_curve(曲げ線の当てはめ、points → points)、curvature_torsion(曲線の曲率、points → pairs)piv_multipass(多段の変位推定、image2d × image2d → flow2d)、motion_magnify(微小変形の拡大、video → table)、displacement_series(変位の時系列、video → pairs)、vol_frangi(CT 中の管状き裂の強調、voxel → voxel)、canny(き裂のエッジ、image → region)、hessian3d(3D の線状構造、voxel → hessian)、distance_ridge(き裂の中心線、voxel → voxel)debye_ring_image(検出器の Debye 環、any × signal × table → table)、detector_calibrate(検出器の幾何の較正、image2d × signal × table → table)、azimuthal_integrate(環を 2θ の 1-D に、image2d × table → table)、diffraction_peaks(回折ピーク、signal × signal → table)、phase_fractions(相の割合、signal × signal × table → table)、scherrer_size(結晶子の大きさ(Scherrer)、scalar × scalar × scalar → scalar)、cif_read(CIF の結晶構造を読む、any → table)This cluster covers Wire and Arc Additive Manufacturing (WAAM) technologies, focusing on process parameters, material characterization, and quality control.
decode_fringe(構造化光の縞を復号、images → depth)、unwrap_phase_2d(位相のアンラップ、image2d → image2d)、triangulate_column(三角測量 → ビードの高さ、image2d → depth)、fit_poly_surface(母材面、image2d × image2d × image2d → poly_surface)、surface_form_error(ビードの形状誤差、image2d → measurement)、specular_free_transform(アークの映り込みを除く、rgbimage → rgbimage)、ほか 4 個: predict_fringe_phase_error、triangulation_speckle_limit、vol_wall_thickness、beam_hardening_correctThis cluster covers advanced gas metal arc welding (GMAW) and tungsten inert gas (TIG) welding processes, with emphasis on real-time control, monitoring, and automation through intelligent systems.
decode_fringe(構造化光の縞を復号、images → depth)、unwrap_phase_2d(位相のアンラップ、image2d → image2d)、triangulate_column(三角測量 → ビードの高さ、image2d → depth)、fit_poly_surface(母材面、image2d × image2d × image2d → poly_surface)、surface_form_error(ビードの形状誤差、image2d → measurement)、specular_free_transform(アークの映り込みを除く、rgbimage → rgbimage)、ほか 4 個: predict_fringe_phase_error、triangulation_speckle_limit、vol_wall_thickness、beam_hardening_correctThis cluster covers friction stir welding (FSW) and related solid-state joining techniques for metallic materials, including hybrid metal extrusion & bonding processes.
strain_from_displacement(DIC の変位 → ひずみ、image2d × image2d → image2d)、piv_deform_pass(変形を追う相関、image2d × image2d × flow2d → flow2d)、correlation_quality(相関の信頼度、image2d × image2d × flow2d → image2d)、speckle_quality(スペックルの良さ、image2d → table)、angle_between_planes(曲げ角、primitive → measurement)、ransac_plane(フランジ面、points → primitive)、ほか 12 個: fit_spline_curve、curvature_torsion、decode_fringe、unwrap_phase_2d、triangulate_column、fit_poly_surface、surface_form_error、specular_free_transform、predict_fringe_phase_error、triangulation_speckle_limit、vol_wall_thickness、beam_hardening_correctThis cluster covers the formation, measurement, and mitigation of residual stresses in welded structures across various welding techniques (submerged arc, gas metal arc, laser, hybrid, and thermite welding).
strain_from_displacement(全視野ひずみ、image2d × image2d → image2d)、piv_multipass(多段の変位推定、image2d × image2d → flow2d)、motion_magnify(微小変形の拡大、video → table)、displacement_series(変位の時系列、video → pairs)、vol_frangi(CT 中の管状き裂の強調、voxel → voxel)、canny(き裂のエッジ、image → region)、ほか 19 個: hessian3d、distance_ridge、decode_fringe、unwrap_phase_2d、triangulate_column、fit_poly_surface、surface_form_error、specular_free_transform、predict_fringe_phase_error、triangulation_speckle_limit、vol_wall_thickness、beam_hardening_correct、debye_ring_image、detector_calibrate、azimuthal_integrate、diffraction_peaks、phase_fractions、scherrer_size、cif_readThis cluster covers advanced welding techniques and processes for joining dissimilar and similar metals, with emphasis on solid-state joining methods, laser welding approaches, and hybrid processes.
decode_fringe(構造化光の縞を復号、images → depth)、unwrap_phase_2d(位相のアンラップ、image2d → image2d)、triangulate_column(三角測量 → ビードの高さ、image2d → depth)、fit_poly_surface(母材面、image2d × image2d × image2d → poly_surface)、surface_form_error(ビードの形状誤差、image2d → measurement)、specular_free_transform(アークの映り込みを除く、rgbimage → rgbimage)、ほか 4 個: predict_fringe_phase_error、triangulation_speckle_limit、vol_wall_thickness、beam_hardening_correctThis cluster covers welding techniques, bead formation, and quality optimization across multiple welding processes including gas metal arc welding (GMA), submerged arc welding (SAW), laser welding, and hybrid laser-arc welding.
decode_fringe(構造化光の縞を復号、images → depth)、unwrap_phase_2d(位相のアンラップ、image2d → image2d)、triangulate_column(三角測量 → ビードの高さ、image2d → depth)、fit_poly_surface(母材面、image2d × image2d × image2d → poly_surface)、surface_form_error(ビードの形状誤差、image2d → measurement)、specular_free_transform(アークの映り込みを除く、rgbimage → rgbimage)、ほか 4 個: predict_fringe_phase_error、triangulation_speckle_limit、vol_wall_thickness、beam_hardening_correctThis cluster covers welding processes and metallurgical behavior of duplex and super-duplex stainless steels, with emphasis on microstructural evolution, thermal effects, and corrosion resistance.
decode_fringe(構造化光の縞を復号、images → depth)、unwrap_phase_2d(位相のアンラップ、image2d → image2d)、triangulate_column(三角測量 → ビードの高さ、image2d → depth)、fit_poly_surface(母材面、image2d × image2d × image2d → poly_surface)、surface_form_error(ビードの形状誤差、image2d → measurement)、specular_free_transform(アークの映り込みを除く、rgbimage → rgbimage)、ほか 4 個: predict_fringe_phase_error、triangulation_speckle_limit、vol_wall_thickness、beam_hardening_correctThis cluster covers advanced welding processes and real-time quality control techniques, with emphasis on monitoring and controlling weld penetration depth—a critical parameter for joint integrity.
decode_fringe(構造化光の縞を復号、images → depth)、unwrap_phase_2d(位相のアンラップ、image2d → image2d)、triangulate_column(三角測量 → ビードの高さ、image2d → depth)、fit_poly_surface(母材面、image2d × image2d × image2d → poly_surface)、surface_form_error(ビードの形状誤差、image2d → measurement)、specular_free_transform(アークの映り込みを除く、rgbimage → rgbimage)、ほか 4 個: predict_fringe_phase_error、triangulation_speckle_limit、vol_wall_thickness、beam_hardening_correct255 本
This cluster covers automated defect detection and inspection methodologies across manufacturing domains, with emphasis on visual inspection, image segmentation, and deep learning-based classification techniques. It addresses both in-situ real-time monitoring during production and post-process quality assurance for electronics, composites, additive manufacturing, and precision machining.
使う op(テーマ → op の対応表から。ノートで型と例を確かめてから使う):
m1_measure_pos(エッジ位置(1-D 計測)、image → contour)、m1_measure_pairs(対のエッジ = 幅、image → feature)、edges_sub_pix(サブピクセル輪郭、image → contour)、fit_poly_surface(面の当てはめ、image2d × image2d × image2d → poly_surface)、surface_form_error(平面度・形状誤差、image2d → measurement)、ransac_plane(基準面、points → primitive)、distance_point_plane(点と面の距離(高さ)、points × primitive → measurement)、angle_between_planes(面の角度、primitive → measurement)、annotate3d_measure(3D の寸法の注記、image2d → image2d)、profile_params(断面の粗さパラメータ、signal → table)、surface_params(面の粗さパラメータ、depth → table)、measure_pos(測定線上のエッジ位置(サブピクセル、HALCON measure_pos)、image2d × measurehandle → table)、measure_pairs(エッジの対 = 構造の幅、image2d × measurehandle → table)、profile_deviation(断面の設計形状からの法線方向のずれ、pairs × pairs → table)、profile_thickness(断面の厚み分布、pairs → pairs)dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、blob_count(欠陥の数、region → feature)、circularity(形の記述、region → feature)、sfp_normals(黒光沢・透明部品の法線を偏光から、polsweep → table)、check_difference(良品(基準)画像との差が許容を超える画素、image2d × image2d → mask)、blob_features(欠陥ごとの形の特徴量、labels2d → table)、separate_touching(接した粒・欠陥を分ける(watershed)、voxel → labels)、pod_hitmiss_fit(欠陥の大きさごとの検出確率(POD)、table → table)、varmodel_fit(良品を並べて画素ごとの許容帯を作る(HALCON の variation model、誤検出率を宣言)、video → table)、varmodel_score(許容帯の外の画素を、何 σ 外れたかと領域ごとに説明する、image2d × table → table)、anomaly_pro(欠陥図の方法を、欠陥 1 つずつの重なり(PRO / AUPRO)で比べる、video × video → table)、solid_angle_sweep(照射立体角を振って打痕・傷のコントラストの山を探す(V-ISA 型照明の立体角の設定)、入力なし → pairs)、solid_angle_render(照射立体角を絞る・広げる・ずらして、鏡面の打痕・ヘアラインの傷・梨地のムラを撮る、normalmap × table → image2d)mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、gcode_extrusion_volume(押し出し量、table → measurement)、gcode_time_estimate(所要時間、table → measurement)、print_layer_defect_map(層画像の欠け・はみ出し、image2d × image2d → image2d)、read_3mf(3MF 読み、text → mesh)、write_3mf(3MF 書き、text × mesh → text)、vol_wall_thickness(造形物 CT の肉厚、voxel → signal)ncc_locate(部品の位置決め、image → match)、shape_locate(形状マッチング、image → match)、fbp_volume(X 線 CT(BGA のボイド)、sinostack → voxel)、vol_granulometry(ボイドの大きさ分布、voxel → measurement)csi_height_map(白色干渉の高さ、zscan → depth)、csi_envelope(干渉包絡、sweep → signal)、chromatic_confocal_height(クロマティック共焦点、sweep → measurement)、surface_psd(研磨面のスペクトル、depth → pairs)、thin_film_reflectance(薄膜の反射率、signal → signal)、mtf_diffraction(光学系の解像限界、入力なし → pairs)、wavefront_stats(波面収差、table → table)、preston_removal_map(CMP・研磨の除去深さ(Preston の式)、matrix × scalar × scalar × scalar → image2d)、silicon_free_carrier_absorption(ドープした Si の近赤外の吸収、入力なし → pairs)、pl_image_simulate(ウェハの PL 像(キャリア拡散で欠陥がどう見えるか)、image2d → image2d)、sem_render(SEM 像の縁効果(Dice は高いのに面積が太る)、image2d → image2d)、sam_cscan(接合のボイドを超音波(SAM)の位相で、labels2d × table → table)video_spacetime_cube(時空間の立方体、video → voxel)、photon_sample(光子到達の標本化、image2d → image2d)、tcspc_stats(時間相関の統計、counts → table)、temporal_bandpass(時間帯域、video → video)This cluster covers defect detection and quality assurance methodologies for printed circuit boards (PCBs) and their assemblies, with emphasis on automated inspection systems and deep learning approaches.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 14 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thickness、ncc_locate、shape_locate、edges_sub_pix、illumination_design、defect_contrast、dc_rpca_sparse、fbp_volume、vol_granulometryThis cluster covers image segmentation and deep learning techniques for automated defect detection across industrial applications including additive manufacturing, welding, composite manufacturing, and machine tool monitoring.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 12 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_renderThis cluster covers automated defect detection and inspection techniques for semiconductor wafers and related manufacturing components.
m1_measure_pos(エッジ位置(1-D 計測)、image → contour)、m1_measure_pairs(対のエッジ = 幅、image → feature)、edges_sub_pix(サブピクセル輪郭、image → contour)、fit_poly_surface(面の当てはめ、image2d × image2d × image2d → poly_surface)、surface_form_error(平面度・形状誤差、image2d → measurement)、ransac_plane(基準面、points → primitive)、ほか 40 個: distance_point_plane、angle_between_planes、annotate3d_measure、profile_params、surface_params、measure_pos、measure_pairs、profile_deviation、profile_thickness、dc_local_contrast_norm、dc_rpca_sparse、defect_contrast、illumination_design、lighting_sweep、auto_threshold、blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_render、csi_height_map、csi_envelope、chromatic_confocal_height、surface_psd、thin_film_reflectance、ncc_locate、mtf_diffraction、wavefront_stats、preston_removal_map、silicon_free_carrier_absorption、pl_image_simulate、sem_render、sam_cscanThis cluster covers automated visual inspection and defect detection techniques for printed circuit boards (PCBs) using machine learning and computer vision methods.
ncc_locate(部品の位置決め、image → match)、shape_locate(形状マッチング、image → match)、edges_sub_pix(はんだフィレットの輪郭、image → contour)、illumination_design(多方向照明の設計、入力なし → table)、defect_contrast(欠陥コントラスト、table → table)、dc_rpca_sparse(異物・欠け、image → image)、ほか 2 個: fbp_volume、vol_granulometryThis cluster covers automated defect detection systems for critical infrastructure, particularly focused on weld quality assessment and pipeline integrity monitoring.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 16 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_render、video_spacetime_cube、photon_sample、tcspc_stats、temporal_bandpassThis cluster focuses on automated defect detection and classification in semiconductor wafer manufacturing using machine learning and deep learning approaches.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 25 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_render、csi_height_map、csi_envelope、chromatic_confocal_height、surface_psd、thin_film_reflectance、ncc_locate、mtf_diffraction、wavefront_stats、preston_removal_map、silicon_free_carrier_absorption、pl_image_simulate、sem_render、sam_cscanThis cluster covers automated detection and classification of manufacturing defects using machine learning and deep learning techniques.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 12 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_renderThis cluster focuses on defect detection and inspection methodologies for semiconductor wafers, particularly at advanced technology nodes (10nm and below).
m1_measure_pos(エッジ位置(1-D 計測)、image → contour)、m1_measure_pairs(対のエッジ = 幅、image → feature)、edges_sub_pix(サブピクセル輪郭、image → contour)、fit_poly_surface(面の当てはめ、image2d × image2d × image2d → poly_surface)、surface_form_error(平面度・形状誤差、image2d → measurement)、ransac_plane(基準面、points → primitive)、ほか 40 個: distance_point_plane、angle_between_planes、annotate3d_measure、profile_params、surface_params、measure_pos、measure_pairs、profile_deviation、profile_thickness、dc_local_contrast_norm、dc_rpca_sparse、defect_contrast、illumination_design、lighting_sweep、auto_threshold、blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_render、csi_height_map、csi_envelope、chromatic_confocal_height、surface_psd、thin_film_reflectance、ncc_locate、mtf_diffraction、wavefront_stats、preston_removal_map、silicon_free_carrier_absorption、pl_image_simulate、sem_render、sam_cscan323 本
This cluster covers the relationship between microstructure development and final material properties in solder joints and related metallurgical systems. It integrates knowledge of solidification behavior, phase formation, defect mechanisms, and mechanical performance across soldering processes, casting operations, and powder metallurgy approaches.
使う op(テーマ → op の対応表から。ノートで型と例を確かめてから使う):
ncc_locate(部品の位置決め、image → match)、shape_locate(形状マッチング、image → match)、edges_sub_pix(はんだフィレットの輪郭、image → contour)、illumination_design(多方向照明の設計、入力なし → table)、defect_contrast(欠陥コントラスト、table → table)、dc_rpca_sparse(異物・欠け、image → image)、fbp_volume(X 線 CT(BGA のボイド)、sinostack → voxel)、vol_granulometry(ボイドの大きさ分布、voxel → measurement)spectrum_to_srgb(分光 → 色、signal → vector)、thin_film_reflectance(薄膜の干渉色、signal → signal)、material_catalog(材質の外観表、入力なし → table)、oren_nayar(粗い面の反射、normalmap → image2d)、brdf_microfacet(微小面の反射、normalmap → image2d)、metallic_flake_normals(メタリック塗装、入力なし → normalmap)、corrosion_mask(腐食域、入力なし → image2d)、cooc_feature_matrix(組織のテクスチャ、image → feature)、gabor(方向性のテクスチャ、image → image)、entropy_image(組織の乱れ、image → image)、material_table(材料の光学物性表(83 種、光学系と観察対象が同じ表を引く)、入力なし → table)、material_optical_constants(波長ごとの n, k、入力なし → table)、material_transmittance(厚さ d の透過率、入力なし → pairs)、thermo_optic_coefficient(温度で変わる屈折率、入力なし → table)、phase_fractions(粉末 X 線回折から相の割合、signal × signal × table → table)、scherrer_size(回折線の幅から結晶子の大きさ(Scherrer)、scalar × scalar × scalar → scalar)debye_ring_image(検出器の Debye 環、any × signal × table → table)、detector_calibrate(検出器の幾何の較正、image2d × signal × table → table)、azimuthal_integrate(環を 2θ の 1-D に、image2d × table → table)、diffraction_peaks(回折ピーク、signal × signal → table)、cif_read(CIF の結晶構造を読む、any → table)temporal_bandpass(動画の時間帯域(揺らぎ)、video → video)、motion_magnify(微小な動きの拡大、video → table)、video_spacetime_cube(時空間の立方体、video → voxel)、video_summary_keyframes(要約コマ、video → indices)、blob_count(スパッタ・粒の数、region → feature)、area_center(溶融池の面積と重心、region → match)、volseq_magnify_motion(3D+t の拍動の拡大、volseq → volseq)、focus_sweep_height_video(焦点掃引 → 高さの時系列、volseq → video)dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、circularity(形の記述、region → feature)、sfp_normals(黒光沢・透明部品の法線を偏光から、polsweep → table)、check_difference(良品(基準)画像との差が許容を超える画素、image2d × image2d → mask)、blob_features(欠陥ごとの形の特徴量、labels2d → table)、separate_touching(接した粒・欠陥を分ける(watershed)、voxel → labels)、pod_hitmiss_fit(欠陥の大きさごとの検出確率(POD)、table → table)、varmodel_fit(良品を並べて画素ごとの許容帯を作る(HALCON の variation model、誤検出率を宣言)、video → table)、varmodel_score(許容帯の外の画素を、何 σ 外れたかと領域ごとに説明する、image2d × table → table)、anomaly_pro(欠陥図の方法を、欠陥 1 つずつの重なり(PRO / AUPRO)で比べる、video × video → table)、solid_angle_sweep(照射立体角を振って打痕・傷のコントラストの山を探す(V-ISA 型照明の立体角の設定)、入力なし → pairs)、solid_angle_render(照射立体角を絞る・広げる・ずらして、鏡面の打痕・ヘアラインの傷・梨地のムラを撮る、normalmap × table → image2d)strain_from_displacement(全視野ひずみ、image2d × image2d → image2d)、piv_multipass(多段の変位推定、image2d × image2d → flow2d)、displacement_series(変位の時系列、video → pairs)、vol_frangi(CT 中の管状き裂の強調、voxel → voxel)、canny(き裂のエッジ、image → region)、hessian3d(3D の線状構造、voxel → hessian)、distance_ridge(き裂の中心線、voxel → voxel)filtered_backprojection(CT 再構成、sinogram → image2d)、sart_reconstruct(少数投影の再構成、sinogram → image2d)、beam_hardening_correct(カッピングの補正、sinogram → sinogram)、ring_artifact_remove(リングアーチファクト、sinogram → sinogram)、vol_label(空隙のラベル、voxel → labels)、vol_region_props(空隙の性質、labels → table)、filter_by_volume(大きさで選別、voxel → voxel)particle_size_dx(粒度分布の Dx(D10 / D50 / D90)、table × scalar → scalar)、particle_image_d50(粒の画像から D50、image2d × scalar → table)、comminution_law_fit(粉砕のエネルギー則(Bond ほか)の当てはめ、signal × signal → table)、powder_flowability_class(安息角から流動性の区分、scalar → table)、repose_angle_heightmap(高さ地図から安息角、image2d × scalar → table)、hopper_discharge_rate(ホッパの排出流量(Beverloo)、signal × signal × scalar → table)This cluster covers hot tearing and cracking defects in metal casting processes, particularly in magnesium alloys and continuous steel casting.
filtered_backprojection(CT 再構成、sinogram → image2d)、sart_reconstruct(少数投影の再構成、sinogram → image2d)、beam_hardening_correct(カッピングの補正、sinogram → sinogram)、ring_artifact_remove(リングアーチファクト、sinogram → sinogram)、vol_label(空隙のラベル、voxel → labels)、vol_region_props(空隙の性質、labels → table)、ほか 2 個: filter_by_volume、vol_granulometryThis cluster covers soldering technologies and processes used in electronic packaging, with emphasis on lead-free solder alloys (particularly Sn-Ag-Cu variants), joint reliability, and advanced soldering methods.
strain_from_displacement(全視野ひずみ、image2d × image2d → image2d)、piv_multipass(多段の変位推定、image2d × image2d → flow2d)、motion_magnify(微小変形の拡大、video → table)、displacement_series(変位の時系列、video → pairs)、vol_frangi(CT 中の管状き裂の強調、voxel → voxel)、canny(き裂のエッジ、image → region)、ほか 10 個: hessian3d、distance_ridge、ncc_locate、shape_locate、edges_sub_pix、illumination_design、defect_contrast、dc_rpca_sparse、fbp_volume、vol_granulometryThis cluster covers advanced casting and solidification techniques for producing metal alloys, with emphasis on continuous casting processes, directional solidification methods, and microstructural control in aluminum, titanium, and superalloy systems.
filtered_backprojection(CT 再構成、sinogram → image2d)、sart_reconstruct(少数投影の再構成、sinogram → image2d)、beam_hardening_correct(カッピングの補正、sinogram → sinogram)、ring_artifact_remove(リングアーチファクト、sinogram → sinogram)、vol_label(空隙のラベル、voxel → labels)、vol_region_props(空隙の性質、labels → table)、ほか 23 個: filter_by_volume、vol_granulometry、spectrum_to_srgb、thin_film_reflectance、material_catalog、oren_nayar、brdf_microfacet、metallic_flake_normals、corrosion_mask、cooc_feature_matrix、gabor、entropy_image、material_table、material_optical_constants、material_transmittance、thermo_optic_coefficient、phase_fractions、scherrer_size、debye_ring_image、detector_calibrate、azimuthal_integrate、diffraction_peaks、cif_readThis cluster encompasses the relationship between heat treatment processes and resulting microstructural changes in various steel alloys and metallic materials.
spectrum_to_srgb(分光 → 色、signal → vector)、thin_film_reflectance(薄膜の干渉色、signal → signal)、material_catalog(材質の外観表、入力なし → table)、oren_nayar(粗い面の反射、normalmap → image2d)、brdf_microfacet(微小面の反射、normalmap → image2d)、metallic_flake_normals(メタリック塗装、入力なし → normalmap)、ほか 16 個: corrosion_mask、cooc_feature_matrix、gabor、vol_granulometry、entropy_image、material_table、material_optical_constants、material_transmittance、thermo_optic_coefficient、phase_fractions、scherrer_size、debye_ring_image、detector_calibrate、azimuthal_integrate、diffraction_peaks、cif_readThis cluster covers powder metallurgy and sintering techniques for producing advanced materials and alloys, including powder production methods, sintering processes, and applications across titanium alloys, refractory metals, high-entropy alloys, and magnetic materials.
temporal_bandpass(動画の時間帯域(揺らぎ)、video → video)、motion_magnify(微小な動きの拡大、video → table)、video_spacetime_cube(時空間の立方体、video → voxel)、video_summary_keyframes(要約コマ、video → indices)、blob_count(スパッタ・粒の数、region → feature)、area_center(溶融池の面積と重心、region → match)、ほか 23 個: volseq_magnify_motion、focus_sweep_height_video、filtered_backprojection、sart_reconstruct、beam_hardening_correct、ring_artifact_remove、vol_label、vol_region_props、filter_by_volume、vol_granulometry、particle_size_dx、particle_image_d50、comminution_law_fit、powder_flowability_class、repose_angle_heightmap、hopper_discharge_rate、debye_ring_image、detector_calibrate、azimuthal_integrate、diffraction_peaks、phase_fractions、scherrer_size、cif_readThis cluster covers the science and engineering of casting and solidification processes, with emphasis on defect formation mechanisms and prevention strategies.
dc_local_contrast_norm(照明むらを除いた局所コントラスト、image → image)、dc_rpca_sparse(背景から外れる疎な欠陥、image → image)、defect_contrast(照明条件での欠陥コントラスト、table → table)、illumination_design(欠陥が出る照明の設計、入力なし → table)、lighting_sweep(照明を振って最良を探す、入力なし → pairs)、auto_threshold(二値化、image → region)、ほか 20 個: blob_count、circularity、sfp_normals、check_difference、blob_features、separate_touching、pod_hitmiss_fit、varmodel_fit、varmodel_score、anomaly_pro、solid_angle_sweep、solid_angle_render、filtered_backprojection、sart_reconstruct、beam_hardening_correct、ring_artifact_remove、vol_label、vol_region_props、filter_by_volume、vol_granulometryThis cluster covers the relationship between thermal processing and microstructural evolution in advanced alloys and additively manufactured materials.
spectrum_to_srgb(分光 → 色、signal → vector)、thin_film_reflectance(薄膜の干渉色、signal → signal)、material_catalog(材質の外観表、入力なし → table)、oren_nayar(粗い面の反射、normalmap → image2d)、brdf_microfacet(微小面の反射、normalmap → image2d)、metallic_flake_normals(メタリック塗装、入力なし → normalmap)、ほか 11 個: corrosion_mask、cooc_feature_matrix、gabor、vol_granulometry、entropy_image、material_table、material_optical_constants、material_transmittance、thermo_optic_coefficient、phase_fractions、scherrer_sizeThis cluster covers powder metallurgy and sintering techniques for manufacturing advanced composite materials, with emphasis on processing methods, microstructural control, and property optimization.
temporal_bandpass(動画の時間帯域(揺らぎ)、video → video)、motion_magnify(微小な動きの拡大、video → table)、video_spacetime_cube(時空間の立方体、video → voxel)、video_summary_keyframes(要約コマ、video → indices)、blob_count(スパッタ・粒の数、region → feature)、area_center(溶融池の面積と重心、region → match)、ほか 32 個: volseq_magnify_motion、focus_sweep_height_video、filtered_backprojection、sart_reconstruct、beam_hardening_correct、ring_artifact_remove、vol_label、vol_region_props、filter_by_volume、vol_granulometry、spectrum_to_srgb、thin_film_reflectance、material_catalog、oren_nayar、brdf_microfacet、metallic_flake_normals、corrosion_mask、cooc_feature_matrix、gabor、entropy_image、material_table、material_optical_constants、material_transmittance、thermo_optic_coefficient、phase_fractions、scherrer_size、particle_size_dx、particle_image_d50、comminution_law_fit、powder_flowability_class、repose_angle_heightmap、hopper_discharge_rate339 本
This cluster covers the foundations and broad landscape of additive manufacturing (AM) and 3D printing technologies, encompassing material systems, processing techniques, and applications across metal fusion, polymer extrusion, and biomedical domains. It addresses how layer-by-layer fabrication methods enable complex geometries, functional gradient structures, and novel materials—while introducing thermal, mechanical, and quality challenges inherent to rapid solidification and non-equilibrium processing.
使う op(テーマ → op の対応表から。ノートで型と例を確かめてから使う):
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、gcode_extrusion_volume(押し出し量、table → measurement)、gcode_time_estimate(所要時間、table → measurement)、print_layer_defect_map(層画像の欠け・はみ出し、image2d × image2d → image2d)、read_3mf(3MF 読み、text → mesh)、write_3mf(3MF 書き、text × mesh → text)、vol_wall_thickness(造形物 CT の肉厚、voxel → signal)temporal_bandpass(動画の時間帯域(揺らぎ)、video → video)、motion_magnify(微小な動きの拡大、video → table)、video_spacetime_cube(時空間の立方体、video → voxel)、video_summary_keyframes(要約コマ、video → indices)、blob_count(スパッタ・粒の数、region → feature)、area_center(溶融池の面積と重心、region → match)、volseq_magnify_motion(3D+t の拍動の拡大、volseq → volseq)、focus_sweep_height_video(焦点掃引 → 高さの時系列、volseq → video)filtered_backprojection(CT 再構成、sinogram → image2d)、sart_reconstruct(少数投影の再構成、sinogram → image2d)、beam_hardening_correct(カッピングの補正、sinogram → sinogram)、ring_artifact_remove(リングアーチファクト、sinogram → sinogram)、vol_label(空隙のラベル、voxel → labels)、vol_region_props(空隙の性質、labels → table)、filter_by_volume(大きさで選別、voxel → voxel)、vol_granulometry(空隙の大きさ分布、voxel → measurement)particle_size_dx(粒度分布の Dx(D10 / D50 / D90)、table × scalar → scalar)、particle_image_d50(粒の画像から D50、image2d × scalar → table)、comminution_law_fit(粉砕のエネルギー則(Bond ほか)の当てはめ、signal × signal → table)、powder_flowability_class(安息角から流動性の区分、scalar → table)、repose_angle_heightmap(高さ地図から安息角、image2d × scalar → table)、hopper_discharge_rate(ホッパの排出流量(Beverloo)、signal × signal × scalar → table)This cluster covers additive manufacturing (3D printing) technologies, materials, and processes, including selective laser melting, fiber-reinforced polymers, and metal additive manufacturing.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 6 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thicknessThis cluster comprehensively covers fused deposition modeling (FDM) and fused filament fabrication (FFF) technologies, focusing on process parameters, materials science, and manufacturing optimization.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 6 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thicknessThis cluster covers machine learning applications in additive manufacturing (AM), with particular focus on metal additive manufacturing (MAM) processes like laser powder-bed fusion.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 14 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thickness、temporal_bandpass、motion_magnify、video_spacetime_cube、video_summary_keyframes、blob_count、area_center、volseq_magnify_motion、focus_sweep_height_videoThis cluster covers extrusion-based and material extrusion additive manufacturing techniques, including bioprinting, metal extrusion, and polymer processing.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 14 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thickness、filtered_backprojection、sart_reconstruct、beam_hardening_correct、ring_artifact_remove、vol_label、vol_region_props、filter_by_volume、vol_granulometryThis cluster covers the materials, processes, and engineering principles of additive manufacturing (AM) and 3D printing technologies, with particular emphasis on metal-based systems.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 6 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thicknessThis cluster covers laser powder bed fusion (LPBF) and selective laser melting (SLM) additive manufacturing processes, focusing on energy coupling mechanisms, material interactions, and defect formation.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 21 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thickness、temporal_bandpass、motion_magnify、video_spacetime_cube、video_summary_keyframes、blob_count、area_center、volseq_magnify_motion、focus_sweep_height_video、particle_size_dx、particle_image_d50、comminution_law_fit、powder_flowability_class、repose_angle_heightmap、hopper_discharge_rate、vol_granulometryThis cluster focuses on real-time monitoring techniques and machine learning approaches for detecting defects and quality issues in additive manufacturing processes.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 14 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thickness、temporal_bandpass、motion_magnify、video_spacetime_cube、video_summary_keyframes、blob_count、area_center、volseq_magnify_motion、focus_sweep_height_videoThis cluster encompasses the optimization and control of fused deposition modeling (FDM) and related additive manufacturing techniques for thermoplastic materials.
mesh_slice_contours(メッシュを層の輪郭に、mesh → table)、mesh_slice_stack(層マスクの積み、mesh → voxel)、contours_to_gcode(輪郭 → G-code、table → table)、gcode_read(G-code を線分の表に、text → table)、gcode_write(表 → G-code、table × text → text)、gcode_layer_image(層の期待画像、table → image2d)、ほか 6 個: gcode_extrusion_volume、gcode_time_estimate、print_layer_defect_map、read_3mf、write_3mf、vol_wall_thicknessこの文献層で「使う op」に挙がった op と、それが出たクラスタ(上位 › 葉)。op から「どの知識の文脈で使うか」を引く。
| op | 出たクラスタ |
|---|---|
abbe_number |
applications / materials / lithography |
ae_band_power |
applications / materials / lithography |
airy_pattern |
machining / optimization / surface |
angle_between_planes |
forming / sheet / metal; welding / weld / arc; defect / detection / inspection |
angular_resample |
machining / optimization / surface |
annotate3d_measure |
defect / detection / inspection |
anomaly_pro |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
area_center |
machining / optimization / surface; microstructure / properties / solder; additive / manufacturing / printing |
auto_threshold |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
azimuthal_integrate |
welding / weld / arc; microstructure / properties / solder |
beam_hardening_correct |
applications / materials / lithography; forming / sheet / metal; injection / molding / warpage; welding / weld / arc; microstructure / properties / solder; additive / manufacturing / printing |
bearing_defect_frequencies |
applications / materials / lithography |
beer_lambert_transmittance |
machining / optimization / surface |
blob_count |
machining / optimization / surface; injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder; additive / manufacturing / printing |
blob_features |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
brdf_microfacet |
applications / materials / lithography; microstructure / properties / solder |
bundle_adjust |
applications / materials / lithography |
calibration_views |
applications / materials / lithography |
canny |
welding / weld / arc; microstructure / properties / solder |
cepstrum |
applications / materials / lithography |
check_difference |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
chromatic_confocal_height |
applications / materials / lithography; defect / detection / inspection |
cif_read |
welding / weld / arc; microstructure / properties / solder |
circularity |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
coat_thickness_from_image |
machining / optimization / surface |
comminution_law_fit |
microstructure / properties / solder; additive / manufacturing / printing |
contours_to_gcode |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |
cooc_feature_matrix |
applications / materials / lithography; microstructure / properties / solder |
correlation_quality |
forming / sheet / metal; welding / weld / arc |
corrosion_mask |
applications / materials / lithography; microstructure / properties / solder |
csi_envelope |
applications / materials / lithography; defect / detection / inspection |
csi_height_map |
applications / materials / lithography; defect / detection / inspection |
curvature_torsion |
forming / sheet / metal; welding / weld / arc |
cut_force_fit |
machining / optimization / surface |
cut_surface_roughness |
machining / optimization / surface |
d2_distribution |
machining / optimization / surface |
dc_local_contrast_norm |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
dc_rpca_sparse |
applications / materials / lithography; injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
debye_ring_image |
welding / weld / arc; microstructure / properties / solder |
decimate_qem |
machining / optimization / surface |
decode_fringe |
welding / weld / arc |
defect_contrast |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
depth_of_field |
applications / materials / lithography; machining / optimization / surface |
depth_to_points |
applications / materials / lithography |
detector_calibrate |
welding / weld / arc; microstructure / properties / solder |
diffraction_peaks |
welding / weld / arc; microstructure / properties / solder |
displacement_series |
welding / weld / arc; microstructure / properties / solder |
distance_point_plane |
defect / detection / inspection |
distance_ridge |
welding / weld / arc; microstructure / properties / solder |
distortion_map |
applications / materials / lithography |
doe_box_behnken |
machining / optimization / surface; injection / molding / warpage |
doe_central_composite |
machining / optimization / surface; injection / molding / warpage |
doe_decode |
machining / optimization / surface; injection / molding / warpage |
doe_encode |
machining / optimization / surface; injection / molding / warpage |
doe_fractional_factorial |
machining / optimization / surface; injection / molding / warpage |
doe_lhs |
machining / optimization / surface; injection / molding / warpage |
doe_main_effects |
machining / optimization / surface; injection / molding / warpage |
doe_morris |
machining / optimization / surface; injection / molding / warpage |
doe_orthogonal_array |
machining / optimization / surface; injection / molding / warpage |
doe_saltelli |
machining / optimization / surface; injection / molding / warpage |
dtof_depth |
applications / materials / lithography |
edges_sub_pix |
defect / detection / inspection; microstructure / properties / solder |
edt_jfa |
machining / optimization / surface; injection / molding / warpage |
emva_photon_transfer |
applications / materials / lithography |
emva_quantum_efficiency |
applications / materials / lithography |
entropy_image |
applications / materials / lithography; microstructure / properties / solder |
envelope_spectrum |
applications / materials / lithography |
fbp_volume |
applications / materials / lithography; injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
feat_image_vector |
machining / optimization / surface; injection / molding / warpage |
fiber_bundle_coupling |
applications / materials / lithography |
fiber_lp_modes |
applications / materials / lithography |
filter_by_volume |
forming / sheet / metal; microstructure / properties / solder; additive / manufacturing / printing |
filtered_backprojection |
forming / sheet / metal; microstructure / properties / solder; additive / manufacturing / printing |
fit_poly_surface |
welding / weld / arc; defect / detection / inspection |
fit_spline_curve |
forming / sheet / metal; welding / weld / arc |
fmcw_range_profile |
applications / materials / lithography |
focus_sweep_height_video |
machining / optimization / surface; microstructure / properties / solder; additive / manufacturing / printing |
fresnel_dielectric |
machining / optimization / surface |
gabor |
applications / materials / lithography; microstructure / properties / solder |
gaussian_beam |
machining / optimization / surface |
gcode_extrusion_volume |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |
gcode_layer_image |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |
gcode_read |
applications / materials / lithography; machining / optimization / surface; defect / detection / inspection; additive / manufacturing / printing |
gcode_time_estimate |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |
gcode_write |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |
hessian3d |
welding / weld / arc; microstructure / properties / solder |
hopper_discharge_rate |
microstructure / properties / solder; additive / manufacturing / printing |
illumination_design |
applications / materials / lithography; injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
illumination_uniformity |
applications / materials / lithography |
inertia_tensor |
machining / optimization / surface; injection / molding / warpage |
irradiance_map |
machining / optimization / surface |
kalman_smooth |
applications / materials / lithography |
lens_system |
applications / materials / lithography |
lf_depth_from_focus |
applications / materials / lithography |
lighting_sweep |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
m1_measure_pairs |
defect / detection / inspection |
m1_measure_pos |
defect / detection / inspection |
material_catalog |
applications / materials / lithography; microstructure / properties / solder |
material_dispersion |
applications / materials / lithography |
material_optical_constants |
applications / materials / lithography; machining / optimization / surface; microstructure / properties / solder |
material_table |
applications / materials / lithography; microstructure / properties / solder |
material_transmittance |
applications / materials / lithography; microstructure / properties / solder |
measure_pairs |
defect / detection / inspection |
measure_pos |
defect / detection / inspection |
mesh_area |
machining / optimization / surface |
mesh_isotropic_remesh |
machining / optimization / surface |
mesh_sample_points |
machining / optimization / surface |
mesh_slice_contours |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |
mesh_slice_stack |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |
mesh_to_voxel |
machining / optimization / surface |
mesh_volume |
machining / optimization / surface; injection / molding / warpage |
metal_trace_interpolate |
applications / materials / lithography; injection / molding / warpage |
metallic_flake_normals |
applications / materials / lithography; microstructure / properties / solder |
motion_magnify |
applications / materials / lithography; machining / optimization / surface; welding / weld / arc; microstructure / properties / solder; additive / manufacturing / printing |
mtf_diffraction |
applications / materials / lithography; defect / detection / inspection |
mv_confounding |
machining / optimization / surface; injection / molding / warpage |
mv_pca |
machining / optimization / surface; injection / molding / warpage |
mv_pls |
machining / optimization / surface; injection / molding / warpage |
mv_residual_pca |
machining / optimization / surface; injection / molding / warpage |
ncc_locate |
applications / materials / lithography; defect / detection / inspection; microstructure / properties / solder |
normals_from_depth |
applications / materials / lithography |
order_spectrum |
applications / materials / lithography; machining / optimization / surface |
oren_nayar |
applications / materials / lithography; microstructure / properties / solder |
paraxial_trace |
applications / materials / lithography |
particle_image_d50 |
microstructure / properties / solder; additive / manufacturing / printing |
particle_size_dx |
microstructure / properties / solder; additive / manufacturing / printing |
phase_displacement |
applications / materials / lithography |
phase_fractions |
applications / materials / lithography; welding / weld / arc; microstructure / properties / solder |
photon_sample |
defect / detection / inspection |
photon_uncertainty |
applications / materials / lithography |
piv_deform_pass |
forming / sheet / metal; welding / weld / arc |
piv_multipass |
welding / weld / arc; microstructure / properties / solder |
pl_image_simulate |
applications / materials / lithography; defect / detection / inspection |
pnp_ransac |
applications / materials / lithography |
pod_hitmiss_fit |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
powder_flowability_class |
microstructure / properties / solder; additive / manufacturing / printing |
predict_fringe_phase_error |
welding / weld / arc |
preston_coefficient_fit |
machining / optimization / surface |
preston_pressure_kernel |
machining / optimization / surface |
preston_removal_map |
applications / materials / lithography; machining / optimization / surface; defect / detection / inspection |
preston_track_profile |
machining / optimization / surface |
principal_moments |
machining / optimization / surface; injection / molding / warpage |
print_layer_defect_map |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |
procrustes_distance |
machining / optimization / surface |
profile_deviation |
defect / detection / inspection |
profile_params |
machining / optimization / surface; defect / detection / inspection |
profile_thickness |
defect / detection / inspection |
project_spherical |
applications / materials / lithography |
range_doppler_map |
applications / materials / lithography |
ransac_plane |
forming / sheet / metal; welding / weld / arc; defect / detection / inspection |
read_3mf |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |
removal_depth_from_heights |
machining / optimization / surface |
render_through_lens |
applications / materials / lithography |
repose_angle_heightmap |
microstructure / properties / solder; additive / manufacturing / printing |
ring_artifact_remove |
forming / sheet / metal; microstructure / properties / solder; additive / manufacturing / printing |
rsm_fit |
machining / optimization / surface; injection / molding / warpage |
sam_cscan |
applications / materials / lithography; defect / detection / inspection |
sart_reconstruct |
forming / sheet / metal; microstructure / properties / solder; additive / manufacturing / printing |
scherrer_size |
applications / materials / lithography; welding / weld / arc; microstructure / properties / solder |
sem_render |
applications / materials / lithography; defect / detection / inspection |
sens_morris |
machining / optimization / surface; injection / molding / warpage |
sens_sobol |
machining / optimization / surface; injection / molding / warpage |
separate_direct_global |
applications / materials / lithography |
separate_touching |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
sfp_normals |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
shape_index |
machining / optimization / surface |
shape_locate |
defect / detection / inspection; microstructure / properties / solder |
shape_pca |
machining / optimization / surface |
silicon_free_carrier_absorption |
applications / materials / lithography; defect / detection / inspection |
silicon_photodiode_qe |
applications / materials / lithography |
simcal_discrepancy |
forming / sheet / metal |
simcal_fit |
forming / sheet / metal |
simcal_identifiability |
forming / sheet / metal |
simcal_model |
forming / sheet / metal |
simcal_observe |
forming / sheet / metal |
simcal_report |
forming / sheet / metal |
simcal_screen |
forming / sheet / metal |
simcal_simulate |
forming / sheet / metal |
simcal_uncertainty |
forming / sheet / metal |
simcal_validate |
forming / sheet / metal |
solid_angle_boundaries |
applications / materials / lithography |
solid_angle_brightness |
applications / materials / lithography |
solid_angle_light |
applications / materials / lithography |
solid_angle_render |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
solid_angle_sweep |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
spad_deadtime_correct |
applications / materials / lithography |
spc_ewma |
applications / materials / lithography |
speckle_quality |
forming / sheet / metal; welding / weld / arc |
speckle_statistics |
machining / optimization / surface |
spectral_integral |
applications / materials / lithography |
spectral_kurtosis |
applications / materials / lithography; machining / optimization / surface |
spectrum_to_srgb |
applications / materials / lithography; microstructure / properties / solder |
specular_free_transform |
welding / weld / arc |
stft |
applications / materials / lithography; machining / optimization / surface |
strain_from_displacement |
forming / sheet / metal; welding / weld / arc; microstructure / properties / solder |
surface_filter |
machining / optimization / surface |
surface_form_error |
welding / weld / arc; defect / detection / inspection |
surface_form_remove |
machining / optimization / surface |
surface_params |
machining / optimization / surface; defect / detection / inspection |
surface_psd |
applications / materials / lithography; machining / optimization / surface; defect / detection / inspection |
tcspc_stats |
defect / detection / inspection |
temporal_bandpass |
machining / optimization / surface; defect / detection / inspection; microstructure / properties / solder; additive / manufacturing / printing |
thermo_optic_coefficient |
applications / materials / lithography; microstructure / properties / solder |
thin_film_reflectance |
applications / materials / lithography; defect / detection / inspection; microstructure / properties / solder |
triangulate_column |
welding / weld / arc |
triangulation_speckle_limit |
welding / weld / arc |
unwrap_phase_2d |
welding / weld / arc |
varmodel_fit |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
varmodel_score |
injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder |
vertex_curvature |
machining / optimization / surface |
video_spacetime_cube |
machining / optimization / surface; defect / detection / inspection; microstructure / properties / solder; additive / manufacturing / printing |
video_summary_keyframes |
machining / optimization / surface; microstructure / properties / solder; additive / manufacturing / printing |
vol_euler_number |
machining / optimization / surface; injection / molding / warpage |
vol_frangi |
welding / weld / arc; microstructure / properties / solder |
vol_granulometry |
applications / materials / lithography; forming / sheet / metal; machining / optimization / surface; injection / molding / warpage; defect / detection / inspection; microstructure / properties / solder … |
vol_label |
applications / materials / lithography; forming / sheet / metal; injection / molding / warpage; microstructure / properties / solder; additive / manufacturing / printing |
vol_region_props |
applications / materials / lithography; forming / sheet / metal; injection / molding / warpage; microstructure / properties / solder; additive / manufacturing / printing |
vol_wall_thickness |
applications / materials / lithography; machining / optimization / surface; injection / molding / warpage; welding / weld / arc; defect / detection / inspection; additive / manufacturing / printing |
volseq_magnify_motion |
machining / optimization / surface; microstructure / properties / solder; additive / manufacturing / printing |
wavefront_stats |
applications / materials / lithography; defect / detection / inspection |
wipe_coverage |
machining / optimization / surface |
write_3mf |
applications / materials / lithography; defect / detection / inspection; additive / manufacturing / printing |