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ml4physics

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camlab-ethz / ConvolutionalNeuralOperator

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

benchmark deep-learning pytorch scientific-computing partial-differential-equations navier-stokes pde pde-solver navier-stokes-equations fno cno neural-operator ml4physics neural-operators ml4science

Updated Oct 15, 2024
Python

yuan-yin / CoDA

Generalizing to New Physical Systems via Context-Informed Dynamics Model

dynamical-systems metalearning multitask-learning contextual-modulation ml4physics

Updated May 6, 2024
Python

Oisin-M / GFN

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

machine-learning deep-learning pytorch scientific-computing neural-networks partial-differential-equations model-order-reduction graph-neural-networks parametric-pdes operator-learning ml4physics ml4science

Updated Jun 20, 2024
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