scientific-ai
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Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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Mar 20, 2025 - Julia
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
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Mar 22, 2025 - Julia
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)
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Feb 11, 2025 - Julia
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
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Mar 20, 2025 - Julia
A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
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Nov 26, 2024 - Julia
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
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Jan 21, 2025 - Julia
SciREX is an open-source scientific AI and machine learning framework designed for researchers and engineers by Zenteiq and AiREX lab at IISc Bangalore in partnership with ARTPARK at IISc.
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Mar 5, 2025 - Python
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