Timotej Bernat's repositories

NREL_polymers

Development of high-throughput structure generation and MD for NREL polymers projects

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polymerist

Polymer-Oriented LibrarY of Monomer-Expression Rules and In-silico Synthesis Tools

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polysaccharide

Polymer-Oriented Library Yielding Structure Assignment, Calculation of CHARges, Interchange, and Data Elucidation

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iumslib

Utility libraries for IUMS-type neural network applications

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keras-corn

Keras flavored corn

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polymerist_examples

A collection of demos, vignettes, and tutorials for the polymerist polymer structure and MD package (https://github.com/timbernat/polymerist)

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NIOBIUMS

App for interfacing with NeuralWare Pro, allows for easy-to-use Learn/Test file splitting and creation, as well as conversion of training results into plots compatible with PLATINUMS

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PLATINUMS

User-friendly application for general and automated neural network training and prediction with T-DMS and other mobility spectra

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polymer_workbench

Development of integrated OpenFF- and OpenMM-based workflows for polymer MD

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polymer_workspace

Development environment for OpenFF-related polymer simulation tools

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WaSP_simulations

Repository for housing minimal reproducing scripts and chemical structures for water-soluble polymer (WaSP) MD studies

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