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Journal of Manufacturing Science and Engineering - 巻 146 / 号 8
タイトル
著者
巻
号
ページ
年
PKV
Special Issue: Physics-Informed Machine Learning for Advanced Manufacturing
Yuebin Guo
146
8
080301–None
2024
26.75
平均評価: 0.0 / 5
(0 件のレビュー)
A Novel Physics-Based Model for Predicting Melt Pool Dimensions in Laser Powder Bed Fusion Process
Mohammad Parsazadeh, Hadiseh Ebrahimi, Mohammadmehdi Shahzamanian Sichani, Narendra Dahotre
146
8
081001–None
2024
39.73
平均評価: 0.0 / 5
(0 件のレビュー)
Process Damping Identification Using Bayesian Learning and Time Domain Simulation
Aaron Cornelius, Jaydeep Karandikar, Chris Tyler, Tony Schmitz
146
8
081002–None
2024
39.67
平均評価: 0.0 / 5
(0 件のレビュー)
AFSD-Nets: A Physics-Informed Machine Learning Model for Predicting the Temperature Evolution During Additive Friction Stir Deposition
Tony Shi, Jiajie Wu, Mason Ma, Elijah Charles, Tony Schmitz
146
8
081003–None
2024
33.65
平均評価: 0.0 / 5
(0 件のレビュー)
A Physics-Based Model-Data-Driven Method for Spindle Health Diagnosis, Part I: Modeling of Geometric Faults
Chung-Yu Tai, Yusuf Altintas
146
8
081004–None
2024
31.51
平均評価: 0.0 / 5
(0 件のレビュー)
A Physics-Based Model-Data-Driven Method for Spindle Health Diagnosis, Part II: Dynamic Simulation and Validation
Chung-Yu Tai, Yusuf Altintas
146
8
081005–None
2024
41.77
平均評価: 0.0 / 5
(0 件のレビュー)
A Physics-Based Model-Data-Driven Method for Spindle Health Diagnosis—Part III: Model Training and Fault Detection
Chung-Yu Tai, Yusuf Altintas
146
8
081006–None
2024
40.59
平均評価: 0.0 / 5
(0 件のレビュー)
Physics-Informed Approximation of Internal Thermal History for Surface Deformation Predictions in Wire Arc Directed Energy Deposition
Christian Zamiela, Ryan Stokes, Wenmeng Tian, Haley Doude, Matthew W. Priddy, Linkan Bian
146
8
081007–None
2024
38.59
平均評価: 0.0 / 5
(0 件のレビュー)
Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics
R. Sharma, Y. B. Guo, M. Raissi, W. Grace Guo
146
8
081008–None
2024
34.71
平均評価: 0.0 / 5
(0 件のレビュー)
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