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Simulating Three-dimensional Turbulence with Physics-informed Neural Networks
11 July 2025
Sifan Wang
Shyam Sankaran
Xiantao Fan
P. Stinis
P. Perdikaris
PINN
AI4CE
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Papers citing
"Simulating Three-dimensional Turbulence with Physics-informed Neural Networks"
4 / 4 papers shown
EddyFormer: Accelerated Neural Simulations of Three-Dimensional Turbulence at Scale
Yiheng Du
Aditi Krishnapriyan
AI4CE
132
0
0
28 Oct 2025
On the accuracy of implicit neural representations for cardiovascular anatomies and hemodynamic fields
Jubilee Lee
Daniele E. Schiavazzi
AI4CE
125
0
0
23 Oct 2025
Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction
Vivek Oommen
Siavash Khodakarami
Aniruddha Bora
Zhicheng Wang
George Karniadakis
DiffM
AI4CE
158
3
0
10 Sep 2025
Objective Value Change and Shape-Based Accelerated Optimization for the Neural Network Approximation
Pengcheng Xie
Zihao Zhou
Zijian Zhou
121
0
0
27 Aug 2025
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