Alexandros Papados (@alexpapados)
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alexpapados

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Top repositories

1

Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics

Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems
Python
137
star
2

Finite-Volume-Physics-Informed-Neural-Network

Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow
Jupyter Notebook
14
star
3

2-D-Compressible-Euler-Equations-FVM

C++ implementation of the finite volume method with flux-limiting to solve 2-D compressible Euler Equations (Liska, 2003)
C++
10
star
4

W-PINNs-DE-Hydrodynamic-Shock-Tube-Problems

*PyTorch Implementation* Solving Hydrodynamic Shock-Tube Problems Using Weighted Physics-Informed Neural Networks with Domain Extension (Papados, 2021)
Python
5
star