neural-operators
There are 17 repositories under neural-operators topic.
neuraloperator/neuraloperator
Learning in infinite dimension with neural operators.
pdebench/PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
mathLab/PINA
Physics-Informed Neural networks for Advanced modeling
thuml/Neural-Solver-Library
A Library for Advanced Neural PDE Solvers.
camlab-ethz/ConvolutionalNeuralOperator
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
katiana22/latent-deeponet
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
aai-institute/continuiti
Learning function operators with neural networks.
AI4Science-WestlakeU/beno
[ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values
procf/RhINNs
Rheology-informed Machine Learning Projects
amazon-science/operator-probconserv
Official implementation of Operator-ProbConserv: OOD UQ for Neural Operators
anac0der/fno_from_scratch
Implementation of Fourier Neural Operator from scratch
anac0der/fnoreg
[ICPR 2024] FNOReg: Resolution-Robust Medical Image Registration Method Based on Fourier Neural Operator
MethodsOfMachineLearning/luno
LUNO: Linearized Predictive Uncertainty in Neural Operators
youwuyou/AISE
Final projects for 401-4656-21L AI in Sciences and Engineering @ ETHz. Includes implementation of Fourier Neural Operator (FNO) with time dependency, data-driven symbolic regression with PDE-Find and foundation model based on FNO for phase-field dynamics
eduardburlacu/PE_ML
Physics-Enhanced Machine Learning
Gwangjae-Jung/deep_numerical
This repository provides numerical solvers for several kinetic equations (inelastic Boltzmann equation, Fokker-Planck-Landau equation, and the BGK equation) and several implementation of neural solvers for the Boltzmann equation.