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Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics

Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics

23 July 2023
Rahul Sharma
Y.B. Guo
M. Raissi
W. Guo
    PINN
    AI4CE
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Papers citing "Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics"

5 / 5 papers shown
Title
Computational, Data-Driven, and Physics-Informed Machine Learning Approaches for Microstructure Modeling in Metal Additive Manufacturing
Computational, Data-Driven, and Physics-Informed Machine Learning Approaches for Microstructure Modeling in Metal Additive Manufacturing
D. Patel
R. Sharma
Y.B. Guo
AI4CE
PINN
28
0
0
02 May 2025
Applying Machine Learning to Study Fluid Mechanics
Applying Machine Learning to Study Fluid Mechanics
Steven L. Brunton
PINN
AI4CE
37
94
0
05 Oct 2021
Finite Basis Physics-Informed Neural Networks (FBPINNs): a scalable
  domain decomposition approach for solving differential equations
Finite Basis Physics-Informed Neural Networks (FBPINNs): a scalable domain decomposition approach for solving differential equations
Benjamin Moseley
Andrew Markham
T. Nissen‐Meyer
PINN
37
206
0
16 Jul 2021
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and
  Inverse PDE Problems with Noisy Data
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data
Liu Yang
Xuhui Meng
George Karniadakis
PINN
170
755
0
13 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey
Natural Language Processing Advancements By Deep Learning: A Survey
A. Torfi
Rouzbeh A. Shirvani
Yaser Keneshloo
Nader Tavvaf
Edward A. Fox
AI4CE
VLM
76
211
0
02 Mar 2020
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