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Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks

Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks

Mario Lino
Tobias Pfaff
Nils Thuerey
ArXiv (abs)PDFHTML

Papers citing "Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks"

4 / 4 papers shown
Title
Snap-and-tune: combining deep learning and test-time optimization for high-fidelity cardiovascular volumetric meshing
Daniel H. Pak
Shubh Thaker
Kyle Baylous
Xiaoran Zhang
Danny Bluestein
James S. Duncan
AI4CE
29
0
0
09 Jun 2025
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics
Tobias Würth
Niklas Freymuth
Gerhard Neumann
Luise Kärger
DiffMAI4CE
72
0
0
06 Jun 2025
Generative Latent Neural PDE Solver using Flow Matching
Generative Latent Neural PDE Solver using Flow Matching
Zijie Li
Anthony Zhou
Amir Barati Farimani
DiffMAI4CE
145
2
0
28 Mar 2025
Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems
Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems
Maksim Zhdanov
Max Welling
Jan-Willem van de Meent
AI4CE
125
3
0
24 Feb 2025

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