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CSUMS2022_PINNs
CSUMS2022_PINNs PublicSimple examples of physics-informed neural networks
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Bayesian_Optimization
Bayesian_Optimization PublicA naive implementation of Bayesian optimization from scratch.
Python
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Neural_Net_JAX_Optax_Keras
Neural_Net_JAX_Optax_Keras PublicA simple neural network is created using JAX with optax optimizer and a custom defined loss function.
Jupyter Notebook 1
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PINNs
PINNs PublicOptimized implementation of the physics-informed neural network (PINN) using JAX.
Jupyter Notebook
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Gaussian_Process
Gaussian_Process PublicA naive python implementation of the Gaussian Process from scratch.
Jupyter Notebook
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KratosMultiphysics/Kratos
KratosMultiphysics/Kratos PublicKratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and…
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