ml4science

There are 7 repositories 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:Python1954925

  • JesperDramsch/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:HTML756017

  • kanojikajino/ml4chem

    「機械学習による分子最適化」のサポートページ

    Language:Python12112

  • Oisin-M/GFN

    Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction

    Language:Jupyter Notebook9200

  • KGML-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 Notebook7003

  • uni-stuttgart-mls/machine-learning-4-science-seminar

    Language:Shell2300

  • JDhruvR/ElectronPhotonClassifier

    ResNet-15 Architecture for classifying electrons and photons using data from high energy physics detector at CERN's LHC.

    Language:Jupyter Notebook1