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physicsinformedneuralnetworks

Here are 4 public repositories matching this topic...

jdtoscano94 / NABLA-SciML

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

machine-learning tutorial deep-learning neural-network pytorch neural-networks inverse-problems jax pinns deeponet physicsinformedneuralnetworks inverse-pinns kolmogorov-arnold-networks pikans cpikans

Updated Mar 10, 2026
Jupyter Notebook

gnodking7 / PINN-California-Delta

California-Delta estuary salinity estimation by PINN

neural-networks estuary deeplearning salinity physicsinformedneuralnetworks

Updated Aug 31, 2023
Jupyter Notebook

HiddenGarc / Shift-Appens-VirtualWatrening

An autonomous watering system was developed using both physical and virtual sensors for the optimisation of water and energy consumption.

mqtt machine-learning simulation physicsinformedneuralnetworks

Updated Apr 16, 2023
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jrproal / jax_tutorial

Teach astrophysics PhD students to use JAX for fast, differentiable, and vectorized scientific computing with practical examples.

python java tutorial deep-learning neural-network tensorflow flax hypernetworks soap-ui autodifferentiation tutorial-demos jit-compilation numpyro optax learn-jax physicsinformedneuralnetworks blackjax kolmogorov-arnold-networks

Updated Apr 15, 2026
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