bogdanraonic3 / convolutionalneuraloperator Goto Github PK

This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs

Home Page: https://arxiv.org/abs/2302.01178

License: Other

Python 78.01% C++ 5.35% Cuda 16.64%

deep-learning ml4physics benchmark cno ml4science neural-operator neural-operators pytorch fno navier-stokes

convolutionalneuraloperator's People

Contributors

Stargazers

Watchers

Forkers

planetaryintelligence karthik-mukund arnohelbling jpbohl methylamphetamine mgjeon adcityfc jaankl aimannor isaacju-debug

convolutionalneuraloperator's Issues

Code running error

Setting up PyTorch plugin "filtered_lrelu_plugin"... Failed!

Simple Code Snippets to load different datasets

Hi,
It would be great if you can provide code snippets to load datasets from the h5 file for all different datasets. (As it helps how the dataset is stored and how we can split it into train, test set etc)

Unable to Get How its Mesh Invariant??

Hi,
I went through the paper and codebase. I have doubts about how it is invariant to mesh size if we train on 48x48 then how to transfer the solution to 85x85 like superresolution in FNO??

Recommend Projects