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Tensorflow 2 implementation of physics-informed neural network using Schrodinger simulation data (Raizzi et al. 2017)

Python 100.00%

pinn_tf2_nls's Introduction

PINN_TF2_NLS

Tensorflow 2 implementation of physics-informed neural network using Schrodinger simulation data [1]. The Schrodinger solution data is taken from the following repository:

https://github.com/maziarraissi/PINNs/tree/master/main/Data

[1] Raissi, M, Perdikaris, P, Karniadakis, GE, "Physics Informed Deep Learning (Part 1): Data-driven Solutions of Nonlinear Partial Differential Equations", arXiv:1711.10561v1

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