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lululxvi
deepxde

A library for scientific machine learning and physics-informed learning

27K 4K 961
joshuaalbert
jaxns

Probabilistic Programming and Nested sampling in JAX

23K 234 19
pasteurlabs
tesseract-core

Universal, autodiff-native software components for Simulation Intelligence. 📦

7K 98 5
rannd1nt
phaethon

End-to-End Physics-Constrained Scientific Computing & Sci-ML Framework

3K 4 0
SciML
diffeqpy

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

2K 604 52
operator-inference
opinf

Operator Inference for data-driven model reduction of dynamical systems.

1K 82 36
FhG-IISB
jax-neural-operators

JAX library for neural operator and PDE foundation model training.

1K 7 0
stelioszach03
verifiable-labs

RL environments for scientific AI agents with conformal-calibrated rewards

845 0 0
arthur-batel
lirisimpact

Repository contaning the original code of IMPACT algorithm, an interpretable model for ordinal predictions with multi-class outputs"

844 6 0
PLAID-lib
pyplaid

PLAID (Physics-Learning AI Datamodel), a flexible and extensible framework for representing and sharing datasets of physics simulations

773 20 5
ucl-bug
jwave

A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs

676 203 33
tensordiffeq
tensordiffeq

Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing

505 119 43
Willcox-Research-Group
rom-operator-inference

Operator inference for data-driven, non-intrusive model reduction of dynamical systems.

388 82 35
stelioszach03
verifiable-labs-envs

RL environments for scientific AI agents with conformal-calibrated rewards

384 0 0
pasteurlabs
tesseract-jax

Execute + differentiate Tesseracts as part of JAX programs, with full support for function transformations like JIT, grad, and more. ⚡

357 31 3
stelioszach03
vlabs-calibrate

RL environments for scientific AI agents with conformal-calibrated rewards

309 0 0
DENG-MIT
reactorch

ReacTorch: A Differentiable Reacting Flow Simulation Package in PyTorch

262 52 31
zranndts
unitflex

End-to-End Physics-Constrained Scientific Computing & Sci-ML Framework

254 4 0
idrl-lab
idrlnet

IDRLnet

249 247 65
Koopman-Laboratory
koopmanlab

A library for Koopman Neural Operator with Pytorch.

231 325 27
REIL-UConn
modularml

A library for modular, fast, and reproducible ML experimentation built for R&D.

218 9 5
cmgcds
fastvpinns

A fast tensor-driven variational physics-informed neural network library for solving PDEs.

173 47 65
hiesabx
reservoirflow

Reservoir Simulation and Engineering Library in Python

155 6 3
thomasmonahan
rtide

A Python implementation of the automated response method for tidal analysis and prediction of complex tidal phenomena.

153 32 6
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