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layeqa's Projects

infiniteswitch icon infiniteswitch

Implementation and testing of the infinite switch Hamiltonian exchange integrator.

integrator-benchmark icon integrator-benchmark

Code for enumerating and evaluating numerical methods for Langevin dynamics using near-equilibrium estimates of the KL-divergence. Accompanies https://doi.org/10.3390/e20050318

ir783-qsnap icon ir783-qsnap

Analysis of Quantitative Structure-Nanoparticle Assembly Prediction (QSNAP) descriptors for predicting drug-indocyanine dye (IR783) nanoparticle formation.

learnreactions icon learnreactions

Identify reaction events in reactive molecular dynamics simulations

levulinic-nanoreactor-qc icon levulinic-nanoreactor-qc

Data repository for: Application of the Ab Initio Nanoreactor to the Development of a New Peroxide-Driven Ketone Oxidation Reaction

libmolgrid icon libmolgrid

Comprehensive library for fast, GPU accelerated molecular gridding for deep learning workflows

ligan icon ligan

Deep generative models for structure-based drug discovery

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

lomap icon lomap

Alchemical mutation scoring map

mat icon mat

The official implementation of the Molecule Attention Transformer.

md-scripts icon md-scripts

A collections of scripts for working molecular dynamics simulations

metk icon metk

Model Evaluation Toolkit

minidrugbank icon minidrugbank

A repository to track the creation and evolution of the MiniDrugBank Molecule set

mmtools icon mmtools

Some collected tools for molecular simulation pipelines

moses icon moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

msmbuilder icon msmbuilder

:building_construction: Statistical models for biomolecular dynamics :building_construction:

msmexplorer icon msmexplorer

MSMExplorer is a visualization system for markov state models for protein folding networks

nano-drugbank icon nano-drugbank

Cheminformatic analysis of small molecule type drugs in DrugBank for their ability to form nanoparticles with indocyanine dyes.

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