Taylor Sparks's starred repositories

awesome-materials-informatics

Curated list of known efforts in materials informatics, i.e. in modern materials science

data-resources-for-materials-science

A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.

BestPractices

Things that you should (and should not) do in your Materials Informatics research.

Language:Jupyter NotebookLicense:MITStargazers:165Issues:8Issues:7

pymatviz

A toolkit for visualizations in materials informatics.

Language:PythonLicense:MITStargazers:150Issues:7Issues:41

awesome-self-driving-labs

A community-curated list of resources related to self-driving labs which combine hardware automation and artificial intelligence to accelerate scientific discovery.

Language:TeXLicense:CC0-1.0Stargazers:106Issues:14Issues:11

MaterialsInformatics

MSE5540/6640 Materials Informatics course at the University of Utah

Language:Jupyter NotebookLicense:MITStargazers:102Issues:9Issues:7

self-driving-lab-demo

Software and instructions for setting up and running a self-driving lab (autonomous experimentation) demo using dimmable RGB LEDs, an 8-channel spectrophotometer, a microcontroller, and an adaptive design algorithm, as well as extensions to liquid- and solid-based color matching demos.

Language:Jupyter NotebookLicense:MITStargazers:67Issues:5Issues:89

xtal2png

Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.

Language:PythonLicense:MITStargazers:34Issues:3Issues:65

ElMD

The Element Movers Distance for chemical composition similarity

Language:PythonLicense:GPL-3.0Stargazers:29Issues:3Issues:14

FTCP

FTCP code

Language:PythonLicense:Apache-2.0Stargazers:28Issues:6Issues:9
Language:PythonLicense:MITStargazers:15Issues:2Issues:3

Nballoy_BO

Machine learning guided optimal composition selection for high strength Niobium alloy

Language:Jupyter NotebookLicense:MITStargazers:10Issues:2Issues:0

LatticePlane

Calculate atomic lattice plane densities in arbitrary crystal structures (CIF input) for arbitrary lattice planes (HKL indices).

Language:MathematicaLicense:MITStargazers:9Issues:3Issues:1

FUSE-stable

The latest stable release for the crystal structure prediction code FUSE

Language:PythonLicense:GPL-3.0Stargazers:8Issues:5Issues:0

awesome-materials-informatics

Curated list of known efforts in materials informatics

faith-family-science

Repository hosting the content for my views and journey as a member of the Church of Jesus Christ of Latter-day Saints, a husband and father, and a scientist.

CrabNet

Predict materials properties using only the composition information!

Language:PythonLicense:MITStargazers:1Issues:1Issues:0

DiSCoVeR-SuperCon-NOMAD-SMACT

Composition-based predictions for chemically novel, high-temperature superconductors.

Language:Jupyter NotebookLicense:MITStargazers:1Issues:1Issues:0