Zhengyu-Huang

FFmpeg

Mirror of https://git.ffmpeg.org/ffmpeg.git

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

ParaView

VTK-based Data Analysis and Visualization Application

PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

IBAMR

An adaptive and distributed-memory parallel implementation of the immersed boundary (IB) method

E3SM

Energy Exascale Earth System Model source code. NOTE: use "maint" branches for your work. Head of master is not validated.

physics_informed

spectralDNS

Spectral Navier Stokes (and similar) solvers in Python

prima

PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell.

KernelDensity.jl

Kernel density estimators for Julia

Geo-FNO

Geometry-Aware Fourier Neural Operator (Geo-FNO)

GeophysicalFlows.jl

Geophysical fluid dynamics pseudospectral solvers with Julia and FourierFlows.jl.

ParMETIS

ParMETIS - Parallel Graph Partitioning and Fill-reducing Matrix Ordering

ClimaCore.jl

CliMA model dycore

InverseProblems.jl

ClimaTimeSteppers.jl

A CPU- and GPU-friendly package for solving ordinary differential equations

dmdtools

A library of tools for computing variants of Dynamic Mode Decomposition

Operator-Learning

nested-fno

gmsh

A three-dimensional finite element mesh generator with built-in pre- and post-processing facilities

tempestmodel

Tempest atmosphere / Earth-system model

VB-MixEF

Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"

AERO-Tutorial

OperatorFlux.jl

Operator layers for Flux.jl that allow for the construction of Neural Operator models by using Flux's API. Useful for discretization-independent spatio-temporal ML models.

GaussianProcessPDEs

Demonstrations of Gaussian processes for computation, inference and uncertainty quantification with PDE measurements

m2c

Geo-FNO-catheter

QuasiGeostrophy

Testing Channel QG Ideas

DARPA

fms_GCMForcing