Importance of equivariant and invariant symmetries for fluid flow modeling

3 May 2023

Papers citing "Importance of equivariant and invariant symmetries for fluid flow modeling"

3 / 3 papers shown

Title
Harnessing Equivariance: Modeling Turbulence with Graph Neural Networks Marius Kurz Andrea Beck Benjamin Sanderse AI4CE 72 2 0 10 Apr 2025
Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling Shivam Barwey Riccardo Balin Bethany Lusch Saumil Patel Ramesh Balakrishnan Pinaki Pal R. Maulik V. Vishwanath GNN AI4CE 78 1 0 02 Oct 2024
Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks Shivam Barwey Pinaki Pal Saumil Patel Riccardo Balin Bethany Lusch V. Vishwanath R. Maulik R. Balakrishnan AI4CE 281 1 0 12 Sep 2024