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Mathepia / awesome-sciml

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Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included.

data-science machine-learning deep-learning time-series julia scientific-computing probabilistic-programming bayesian-inference mathematical-biology bayesian-deep-learning neural-ode scientific-machine-learning probabilistic-machine-learning pinns universal-differential-equations mathematical-epidemiology physics-informed-neural-networks
  • Updated Dec 3, 2022
  • JavaScript

ahafuaej-alt / PINN-Review

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Evidence-driven interactive Atlas for Physics-Informed Neural Networks (PINNs), integrating publications, methods, computational resources, performance metrics, frameworks, applications, and research evidence.

machine-learning deep-learning open-science scientific-computing neural-networks partial-differential-equations pde computational-science literature-review pinn pdes scientific-machine-learning sciml pinns physics-informed-neural-networks research-atlas research-database
  • Updated Nov 3, 2026
  • JavaScript

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