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Simulating Three-dimensional Turbulence with Physics-informed Neural Networks
v1v2 (latest)

Simulating Three-dimensional Turbulence with Physics-informed Neural Networks

11 July 2025
Sifan Wang
Shyam Sankaran
Xiantao Fan
P. Stinis
P. Perdikaris
    PINNAI4CE
ArXiv (abs)PDFHTML

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
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
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
Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction
Vivek Oommen
Siavash Khodakarami
Aniruddha Bora
Zhicheng Wang
George Karniadakis
DiffMAI4CE
158
3
0
10 Sep 2025
Objective Value Change and Shape-Based Accelerated Optimization for the Neural Network Approximation
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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