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GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

Julia 275 29 Updated May 25, 2024

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning a…

Julia 1,390 201 Updated Jul 30, 2024

Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

Julia 853 154 Updated Jul 29, 2024

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equat…

Julia 2,810 222 Updated May 6, 2024

The Julia Programming Language

Julia 45,137 5,434 Updated Jul 30, 2024