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lululxvi/deepxde

A Python library for scientific machine learning and physics-informed learning

3.9K
Stable
Python
Scientific Machine Learning
API Frameworks
PyTorch
#deep-learning#physics-informed-learning#scientific-machine-learning

SciML/SciMLBook

A textbook on parallel computing and scientific machine learning methods and applications

2.0K
Active
HTML
Scientific Machine Learning
API Frameworks
#differential-equations#gpu-computing#neural-networks

SciML/ModelingToolkit.jl

A Julia framework for acausal modeling, symbolic math, and parallelized scientific machine learning.

1.6K
Active
Julia
ML Ops
API Frameworks
#acausal-modeling#symbolic-math#parallelized-sciml

SciML/NeuralPDE.jl

Physics-Informed Neural Networks (PINN) Solvers for accelerated simulation and scientific machine learning.

1.2K
Active
Julia
Scientific AI
API Frameworks
#differential-equations#neural-networks#scientific-machine-learning

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