ml4science
There are 1 repository under ml4science topic.
camlab-ethz / ConvolutionalNeuralOperator
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
Language:Python 195JesperDramsch / ml.recipes
Increase citations, ease review & collaboration A collection of "easy wins" to make machine learning in research reproducible. This tutorial focuses on basics that work. Getting you 90% of the way to top-tier reproducibility.
Language:HTML 75kanojikajino / ml4chem
「機械学習による分子最適化」のサポートページ
Language:Python 12Oisin-M / GFN
Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction
Language:Jupyter Notebook 9KGML-lab / Generalized-Forward-Inverse-Framework-for-DL4SI
[ICLR 2025] This is the official repository for the paper “A Unified Framework for Forward and Inverse Problems in Subsurface Imaging Using Latent Space Translations." This work proposes a generalized framework to solve forward and inverse problems, utilizing the latent space. We also propose an invertible architecture for the OpenFWI dataset.
Language:Jupyter Notebook 7- Language:Shell 2
