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GitHub topics: symbolic-numerics

SciML/ModelingToolkit.jl

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 and automated transformations of differential equations

Language: Julia - Size: 676 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1,522 - Forks: 224

SciML/ModelingToolkitNeuralNets.jl

Symbolic-Numeric Neural DAEs and Universal Differential Equations for Automating Scientific Machine Learning (SciML)

Language: Julia - Size: 714 KB - Last synced at: 7 days ago - Pushed at: 27 days ago - Stars: 30 - Forks: 2

Related Keywords
symbolic-numerics 2 julia 2 sciml 2 ude 1 neural-ode 1 neural-networks 1 machine-learning 1 symbolic-computation 1 symbolic 1 stochastic-differential-equations 1 sde 1 scientific-machine-learning 1 pde 1 ordinary-differential-equations 1 optimization 1 ode 1 nonlinear-programming 1 equation-based 1 differential-equations 1 delay-differential-equations 1 dde 1 dae 1 computer-algebra 1 acausal 1