Lei's Notes

Coding

Python - sequences
Numpy - practical tricks and code snipets
Vim Cheatsheet
Python practical tricks
Python - data structures
Python - useful snippets for materials science

ML

Machine learned potentials
Committee neural network potentials
SHAP
Pytorch tricks
ML - handle outliers
ML - Gradient Boosting Algorithm

MatNotes

Concepts and methods in computational materials science

HSTORE

Solid hydrogen storage materials: interstitial hydrides
AIMD simulation for MAPbI3 under electric filed

CompMat

VASP practical tricks
VASP Methods
VASP errors
Solid state physics

Visualisation

Pandas tricks
Matplotlib tricks
Matplotlib quick examples
Jupyter Notebook Tricks

sys_ssh

Bash, Git & SSH tricks

Git

Git basics

Info

Quick Start
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Lei's Materials Research Notes

Lei's Materials Research Notes

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