GitHub topics: ml4science
camlab-ethz/ConvolutionalNeuralOperator
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
Language: Python - Size: 14.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 168 - Forks: 19
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 Notebook - Size: 661 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
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: HTML - Size: 12.1 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 74 - Forks: 17
Oisin-M/GFN
Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction
Language: Jupyter Notebook - Size: 701 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 8 - Forks: 0
kanojikajino/ml4chem
「機械学習による分子最適化」のサポートページ
Language: Python - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1
