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Snurr Research Group's Projects

2d-energy-histogram icon 2d-energy-histogram

R implementation of machine learning using 2D energy histogram features for prediction of adsorption capacity

cgcnn icon cgcnn

Crystal graph convolutional neural networks for predicting material properties.

energygrid icon energygrid

R code that performs Machine Learning using histograms generated from energy grids calculated by RASPA.

gcmc-gelman-rubin-wrapper icon gcmc-gelman-rubin-wrapper

A wrapper that runs GCMC simulation using RASPA, and calculates the Gelman-Rubin convergence factor after the simulation is done and restart the simulation if needed.

mofdb icon mofdb

Chemoinformatics database for Metal Oraganic Frameworks ~5Millions rows. Comprehensive API and database format.

mofdb-x-archive icon mofdb-x-archive

Archive of all changes to mofdb. Useful if trying to reproduce another researcher's results.

mofid icon mofid

A system for rapid identification and analysis of metal-organic frameworks

pacmof icon pacmof

PACMOF is a small and easy to use python library that uses machine Learning to quickly estimate partial atomic charges in metal-organic frameworks.

psa icon psa

PSA simulation code

pyisop icon pyisop

A fast and accurate semi-analytic method for predicting small molecule adsorption in nanoporous materials ideally suited for high-throughput screening applications. Courtesy of R. Q. Snurr research group, Northwestern Univerisity.

reduced-hmof-database icon reduced-hmof-database

51,163 unique hypothetical MOFs with genetic information (i.e. building block information) attached to them

tobacco_mofs_mc_0_node icon tobacco_mofs_mc_0_node

In tobacco 1.0 database, the structures generated with mc_0 node have two hydrogen atoms not deleted. Here are the cifs with these hydrogen atoms removed.

web-mofid icon web-mofid

Hosting the MOFid website -- update via `make github-web` in https://github.com/snurr-group/mofid

xylene-screen-mofs icon xylene-screen-mofs

Script that takes in text restart file using three-site model xylene and converts it to text restart file of full model xylene

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