bdecost Goto Github PK

alignn

Atomistic Line Graph Neural Network

bdecost.github.io

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gaussianfield

python implementation of Gaussian field classifier

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

jarvis

JARVIS-Tools: an open-source software package for data-driven atomistic materials design

mcpm

mcpm: python implementation of the modified Potts model for grain growth developed in Mason, J. K., et al. "Kinetics and anisotropy of the Monte Carlo model of grain growth." Acta Materialia 82 (2015): 155-166.

moment

moment-test1

a test repo for https://github.com/blaiszik/moment

ntsne

A simple numpy wrapper for the reference implementation of Barnes-Hut t-SNE

paper-ml-robustness-material-property

pixelnet

tensorflow implementation of pixelnet (http://arxiv.org/abs/1702.06506)

pymisori

Quaternion method for crystallographic misorientation calculation in python (C++ with cython!)

spparks-demo

A tutorial on getting started using SPPARKS for microstructural science.

swcarpentry

uhcs

image feature extraction code for http://arxiv.org/abs/1702.01117

uhcs-segment

Ultrahigh carbon steel segmentation CNN (doi:10.1017/S1431927618015635, arxiv.org/abs/1805.08693)

uhcsdb

Microstructure data visualization flask app: http://uhcsdb.materials.cmu.edu