ShotaDeguchi

Shota DEGUCHI's repositories

Implementation of PINNs in TensorFlow 2

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Implementation of PINNs in PyTorch

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Implementaion of Dynamically Normalized Physics-Informed Neural Networks in TensorFlow

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Implementation of finite difference simulation of 2D lid-driven cavity flow in NumPy

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investigates the relationship between DNN approximation and activation function.

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IsoGCN code for ICLR2021

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swish can be interpreted as a generalization of linear map and relu.

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Investigation of spectral bias through Fourier transform.

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