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Topic: "ml4physics"

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: 15.6 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 98 - Forks: 10

yuan-yin/CoDA

Generalizing to New Physical Systems via Context-Informed Dynamics Model

Language: Python - Size: 28.3 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 18 - Forks: 2

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: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0

Related Topics
deep-learning 2 scientific-computing 2 ml4science 2 pytorch 2 partial-differential-equations 2 parametric-pdes 1 operator-learning 1 neural-networks 1 model-order-reduction 1 machine-learning 1 graph-neural-networks 1 pde-solver 1 pde 1 neural-operators 1 neural-operator 1 navier-stokes-equations 1 navier-stokes 1 fno 1 cno 1 benchmark 1 multitask-learning 1 metalearning 1 dynamical-systems 1 contextual-modulation 1