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DeepPhysics: a physics aware deep learning framework for real-time
  simulation

DeepPhysics: a physics aware deep learning framework for real-time simulation

17 September 2021
Alban Odot
Ryadh Haferssas
S. Cotin
    PINN
    AI4CE
ArXivPDFHTML

Papers citing "DeepPhysics: a physics aware deep learning framework for real-time simulation"

3 / 3 papers shown
Title
Convolution, aggregation and attention based deep neural networks for
  accelerating simulations in mechanics
Convolution, aggregation and attention based deep neural networks for accelerating simulations in mechanics
Saurabh Deshpande
Raúl I. Sosa
Stéphane P. A. Bordas
J. Lengiewicz
AI4CE
36
18
0
01 Dec 2022
MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations
MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations
Saurabh Deshpande
Stéphane P. A. Bordas
J. Lengiewicz
AI4CE
GNN
87
28
0
01 Nov 2022
Thermodynamics-informed neural networks for physically realistic mixed
  reality
Thermodynamics-informed neural networks for physically realistic mixed reality
Quercus Hernandez
Alberto Badías
Francisco Chinesta
Elías Cueto
PINN
AI4CE
22
16
0
24 Oct 2022
1