DS-GPS : A Deep Statistical Graph Poisson Solver (for faster CFD simulations)

21 November 2022

Papers citing "DS-GPS : A Deep Statistical Graph Poisson Solver (for faster CFD simulations)"

7 / 7 papers shown

Title
Performance and accuracy assessments of an incompressible fluid solver coupled with a deep Convolutional Neural Network Ekhi Ajuria Illarramendi M. Bauerheim B. Cuenot 58 19 0 20 Sep 2021
Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks Mario Lino C. Cantwell Anil A. Bharath Stathi Fotiadis AI4CE 33 48 0 09 Jun 2021
Physics-informed neural networks (PINNs) for fluid mechanics: A review Shengze Cai Zhiping Mao Zhicheng Wang Minglang Yin George Karniadakis PINN AI4CE 34 1,152 0 20 May 2021
Learning Mesh-Based Simulation with Graph Networks Tobias Pfaff Meire Fortunato Alvaro Sanchez-Gonzalez Peter W. Battaglia AI4CE 50 761 0 07 Oct 2020
Multiscale Deep Equilibrium Models Shaojie Bai V. Koltun J. Zico Kolter BDL 72 212 0 15 Jun 2020
Deep Equilibrium Models Shaojie Bai J. Zico Kolter V. Koltun 62 663 0 03 Sep 2019
Latent-space Physics: Towards Learning the Temporal Evolution of Fluid Flow S. Wiewel M. Becher N. Thürey AI4CE 71 274 0 27 Feb 2018