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Materials Theory and Design Group's Projects

aax9753_dft_co icon aax9753_dft_co

VASP input files for calculations in paper "Extreme tensile strain states in La0.7Ca0.3MnO3 membranes"

amlt icon amlt

Atomistic Machine Learning Tools

bodesign icon bodesign

Bayesian optimization for accelerated electronic materials design and synthesis.

bondvalencegraphs icon bondvalencegraphs

Basic scripts for constructing bond valence network representations of crystal structures and visualizing them

cluster-labeling icon cluster-labeling

This repository contains codes for cluster labeling of FCC lattice using a modified version of Hoshen-Kopelman algorithm

cmpuc icon cmpuc

Composition Mapping within Perceptually Uniform Colorspaces

elementarydescriptors icon elementarydescriptors

Scripts and data for machine friendly processing of elemental properties and bond valence related quantities

fermi-surface icon fermi-surface

VASP subtool to draw Fermi-Surface; creates input file for Xcrysden

gii_minimizer icon gii_minimizer

A structure relaxation code built on bond valence principles

job-scripts icon job-scripts

Scripts for submitting VASP calculations to Quest, Carbon, and Stampede supercomputers.

lacunar_spinel_dft_structures icon lacunar_spinel_dft_structures

Supplementary materials for the benchmark paper on lacunar spinels. Contains relaxed structures of lacunar spinels at different levels of DFT exchange-correlation functionals.

lacunar_spinel_structures icon lacunar_spinel_structures

Crystal structures of the lacunar spinel family GaM4Q8 (M=V,Nb,Ta,Mo; Q=S,Se) relaxed at different levels of DFT functionals.

mit_model_code icon mit_model_code

XGBoost models to classify materials with metal-insulator transition behavior

mlipal icon mlipal

Machine learned interatomic potentials with active learning

mllib icon mllib

Machine learning regression and classification model templates on multiple platforms including PyTorch, scikit-learn, and Spark MLLib.

oxide_dashboard icon oxide_dashboard

Oxide Dashboard - Query and analyze oxide phases by alloy composition

papuc icon papuc

Phase-Amplitude Perceptually Uniform Colormap

phonon_bandplot icon phonon_bandplot

This script would fix the band ordering problem in phonopy-bandplot.

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