CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid
Dynamics

CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics

13 September 2023

Yingfa Chen

Papers citing "CFDBench: A Large-Scale Benchmark for Machine Learning Methods in Fluid Dynamics"

9 / 9 papers shown

Title
Benchmarking machine learning models for predicting aerofoil performance Oliver Summerell Gerardo Aragon-Camarasa Stephanie Ordonez Sanchez 17 0 0 22 Apr 2025
A Comparison of Parametric Dynamic Mode Decomposition Algorithms for Thermal-Hydraulics Applications Stefano Riva Andrea Missaglia Carolina Introini In Cheol Bang Antonio Cammi AI4CE 40 0 0 31 Mar 2025
AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation Zeyi Xu Jinfan Liu Kuangxu Chen Ye Chen Zhangli Hu Bingbing Ni 52 0 0 13 Mar 2025
FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries Ronak Tali Ali Rabeh Cheng-Hau Yang Mehdi Shadkhah Samundra Karki ... Soumik Sarkar Adarsh Krishnamurthy Chinmay Hegde Aditya Balu Baskar Ganapathysubramanian AI4CE OOD 32 4 0 26 Sep 2024
UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation Junhong Shen Tanya Marwah Ameet Talwalkar AI4CE 37 2 0 11 Mar 2024
Improved architectures and training algorithms for deep operator networks Sifan Wang Hanwen Wang P. Perdikaris AI4CE 42 102 0 04 Oct 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,254 0 18 Oct 2020
MetNet: A Neural Weather Model for Precipitation Forecasting C. Sønderby L. Espeholt Jonathan Heek Mostafa Dehghani Avital Oliver Tim Salimans Shreya Agrawal Jason Hickey Nal Kalchbrenner AI4Cl 212 268 0 24 Mar 2020
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016