Python little library to simulate nanoscale hat transport from the Gray Model approach.
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Updated
Feb 22, 2020 - Python
Python little library to simulate nanoscale hat transport from the Gray Model approach.
Gas simulation with graphical PyQt5 interface. It can simulate either an ideal or real gas and calculate some of its properties as the thermodynamic pressure, the particle velocity distribution, etc. It can also simulate some thermodynamics processes like an isothermal expansion or isochoric heating and calculate the compressibility.
An implementation of a genetic algorithm in Python for predicting equilibrium crystal structures for a given potential. The potential implemented here is the Daoud-Cotton model, but this can be easily changed.
Implementation of deep implicit attention in PyTorch
Implementation of approximate free-energy minimization in PyTorch
Code for 'Unbiased Monte Carlo Cluster Updates with Autoregressive Neural Networks'.
Pair correlation function simulation for liquid noble gases.
A python implementation of ELE method in paper "Abrupt phase transition of epidemic spreading in simplicial complexes", PRR 2020
Hopfield model for T=0 and finite T.
Lattice Gauge Theory simulation library
Strong Disorder RG Flow and the Random Singlet Phase of a 1D Random AF Heisenberg Spin-1/2 Chain.
A lightweight and modular toolset to perform HOTRG simulations.
Another phase transition in the Axelrod model
A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.
Reposity that I will use as a compendium for my numerical approaches to several physics problems
Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX
Sedimention of active Brownian particles in a box. Codes for numerical simulations and numerical solution of PDEs.
Continuous-time noisy voter model
Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.
Memo's research works.
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