EverettYou/MLRG

Stars
17
Rank 1,257,181 (Top 25 %)
Language Mathematica
Created over 1 year ago
Updated over 1 year ago

EverettYou/MLRG

EverettYou

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Machine Learning Renormalization Group

Mathematica-for-physics

Mathematica Packages for Physicists

QuantumBootstrap

Jupyter Notebook

MatsubaraSum

A Mathematica package to perform Matsubara summation analytically.

everettyou.github.io

Website of Yi-Zhuang You's Research Group

PauliAlgebra

PauliAlgebra package and supporting documents

CambriaArticle

AutoregressiveStatMech

Autoregressive model for solving statistical mechanics problems

Jupyter Notebook

SBRG

Spectrum Bifurcation RG

Jupyter Notebook

EFL

Entanglement Feature Learning

Jupyter Notebook

QGAN

EmergentClassicality

The objective of this research is to investigate to what extent a classical intelligent agent can decipher the quantum nature of a many-body quantum system from its surrounding environmental noises.

RG-flow

A hierachical flow-based generative model build on the idea of renormalization group in physics.

DMRG

DMRG based on MPS

WeakCouplingTBG

Data generated during and/or analyzed during the study of "Superconductivity from Valley Fluctuations and Approximate SO(4) Symmetry in a Weak Coupling Theory of Twisted Bilayer Graphene" are available in this repository.

MonteCarlo

Classical Monte Carlo for Sn model on hyper-tree

Jupyter Notebook

GameTopology

a game of agent chasing food on topological manifold

VMC

VMC calculation of strange correlator for interacting fermion system

DTRG

density matrix and tensor RG

LOOP

ATRG

Anisotropic Tensor Renormalization Group