Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.
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Updated
Mar 7, 2021 - Python
Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.
A dynamic GUI-based program for OpenFOAM
A pytorch implementaion of physics informed neural networks for two dimensional NS equation
A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.
Automatic-Differentiation-Enabled Plasma Transport in JAX
Pychastic is a stochastic differential equations integrator written entirely in python.
Python port of Generalized Rotne Prager Yamakawa hydrodynamic tensors.
It's a fluid simulation
A Python program that simulates systems connected with one-dimensional elements. Used to simulate problems of fluid distribution networks and one-dimensional structures. Supports linear and nonlinear problems.
Open-source 📚 book providing a hands-on introduction to 🌊 fluid simulations in Python.
A program that optimizes a water supply network using evolution strategies from PyGAD module.
Append a spectrogram and perform fluid mechanics calculations over a popular frog video
Solver for the linear stability of a streaky flow.
This is a project whithin the class of programming of NTUA School of Civil Engineering which I took and calculates hydraulic properties of open channels.
This proyect is about a python script that shows the loss in pipe junction using energy function from fluid mechanics.
2D simulation of cavity flow with moving up-wall using MATLAB and Python.
The script determines the onset of cavitation in a water system by taking inputs of temperature, flowrate, and throat area. It then calculates the cavitation number for a range of flowrates and generates a table of flowrate, cavitation number, and velocity at which cavitation is expected to occur.
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