Pinned Repositories
AdaptiveFourierNeuralOperator
aibedo
DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circulation and regional climate patterns)
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
cfd-gcn
CLCRN
This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
deeponet
Learning nonlinear operators via DeepONet
deeponet-fno
DeepONet & FNO (with practical extensions)
deepxde
A library for scientific machine learning and physics-informed learning
fourierflow
[ML4PS @ NeurIPS 2021] Factorized Fourier Neural Operators
OWENDUNG's Repositories
OWENDUNG/fourierflow
[ML4PS @ NeurIPS 2021] Factorized Fourier Neural Operators
OWENDUNG/aibedo
DARPA AIE (AI-Assisted Climate Tipping Point): AIBEDO (A hybrid AI framework to capture the effects of cloud properties on global circulation and regional climate patterns)
OWENDUNG/Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
OWENDUNG/deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
OWENDUNG/deeponet
Learning nonlinear operators via DeepONet
OWENDUNG/deepxde
A library for scientific machine learning and physics-informed learning
OWENDUNG/FourCastNet
A global data-driven high-resolution weather model
OWENDUNG/FourCastNet-1
Initial public release of code, data, and model weights for FourCastNet
OWENDUNG/fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
OWENDUNG/Geo-FNO
Geometry-Aware Fourier Neural Operator (Geo-FNO)
OWENDUNG/GFDL_atmos_cubed_sphere
The GFDL atmos_cubed_sphere dynamical core code
OWENDUNG/gmls-nets
PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential operators, PDEs, and other features.
OWENDUNG/MGN
MeshGraphNets (MGN)
OWENDUNG/mindscience
OWENDUNG/MP-Neural-PDE-Solvers
Repo to the paper "Message Passing Neural PDE Solvers"
OWENDUNG/NeuralOperators.jl
Operator learning in Julia.
OWENDUNG/PaddleScience
PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.
OWENDUNG/PDEBench
This is a repository for the paper "PDEBench: An Extensive Benchmark for Scientific Machine Learning".
OWENDUNG/petsc
Mirror of https://gitlab.com/petsc/petsc
OWENDUNG/PINO
OWENDUNG/PINO_Applications
Applications of PINOs
OWENDUNG/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
OWENDUNG/pyvista
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
OWENDUNG/RedPajama-Data
The RedPajama-Data repository contains code for preparing large datasets for training large language models.
OWENDUNG/sciann
Deep learning for Engineers - Physics Informed Deep Learning
OWENDUNG/sundials
Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.
OWENDUNG/ufno
U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow
OWENDUNG/universal_differential_equations
Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML
OWENDUNG/veros
The versatile ocean simulator, in pure Python, powered by JAX.
OWENDUNG/WNO