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The Top 6 Scientific Ai Open Source Projects

Open source projects categorized as Scientific Ai
Categories > Scientific Ai
Neuralpde.jl ⭐ 864
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
most recent commit 3 months ago
Diffeqflux.jl ⭐ 810
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
most recent commit 3 months ago
Jumpprocesses.jl ⭐ 127
Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with differential equations and scientific machine learning (SciML)
most recent commit 3 months ago
Diffeqbayes.jl ⭐ 119
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
most recent commit 3 months ago
Multiscalearrays.jl ⭐ 69
A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
most recent commit 3 months ago
Diffeqparamestim.jl ⭐ 60
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
most recent commit 3 months ago
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