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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

pdebench/PDEBench

An extensive benchmark for scientific machine learning, focused on physics-informed neural networks and partial differential equations.

1.1K
Experimental
Python
ML Ops
API Frameworks
PyTorch
#benchmark#partial-differential-equations#neural-networks

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