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Hocky Research Group
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NYU Chemistry
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This page contains links to resources generated for previously published papers.
Hocky Group Resources
Self-Assembly of Colloidal Diamond via the Depletion Interaction
(2026)
Zenodo archive of example codes for simulation and analysis
Stepping up enhanced rate calculations with EATR-flooding
(2026)
GitHub page containing data and analysis scripts for this paper
GitHub page with scripts to run iMetaD, KTR, EATR, OPES-f, and EATR-OPES rate analyses
Light-controlled colloidal crystallization
(2026)
GitHub page containing simulation input files and analysis code
Zenodo archive of GitHub
Tutorial on quantifying and sampling biomolecular ensembles with ShapeGMM
(2025)
GitHub page with files for generating data and analyzing results following the tutorial
NYU Box link to raw simulation data, so the tutorial can be followed without running MD
GitHub page for shapeGMMTorch, the PyTorch implementation used for this analysis
Using Time Dependent Rate Analysis to Evaluate the Quality of Machine Learned Reaction Coordinates for Biasing and Computing Kinetics
(2025)
GitHub page containing simulation data and analysis code
Improved data-driven collective variables for biased sampling through iteration on biased data
(2025)
GitHub page for iterative linear discriminant analysis on positions
A direct computational assessment of vinculin-actin unbinding kinetics reveals catch bonding behavior
(2025)
GitHub page containing system inputs and simulation parameter files, analysis code, and equilibrated system structure files
Zenodo archive of GitHub
Globus link to raw data on NYU servers
Direct observation and control of non-classical crystallization pathways in binary colloidal systems
(2025)
GitHub page containing simulation and analysis code
Zenodo archive of GitHub
Beta-barrel proteins dictate the effect of core oligosaccharide composition on outer membrane mechanics
(2025)
GitHub page containing MD simulation data used in Figure 3 E-F and Figure S4
NYU Box link to trajectory data
Enabling three-dimensional real space analysis of ionic colloidal crystallization
(2024)
GitHub page containing results and code used in the paper
Zenodo archive of GitHub
Google Drive link to trajectory data
Quantifying Unbiased Conformational Ensembles from Biased Simulations Using ShapeGMM
(2024)
GitHub page containing simulation and analysis code
GitHub page for shapeGMMTorch, the PyTorch implementation used for this analysis
Computing equilibrium free energies through a nonequilibrium quench
(2024)
GitHub page with scripts for generating data and plots
NYU Box link to the data files used to generate plots
Improved prediction of molecular response to pulling by combining force tempering with replica exchange methods
(2024)
GitHub page containing input files, scripts, and output files
Molecular dynamics simulations support a multi-step Arp23 complex activation pathway
(2023)
GitHub page containing scripts and input files for system construction, data collection, analysis, and figures
Google Drive link to GROMACS input files for the branch junction and Arp2/3 complex systems
Reaction Coordinates for Conformational Transitions using Linear Discriminant Analysis on Positions
(2023)
GitHub page for the position LDA paper
A Coarse-Grained Simulation Model for Colloidal Self-Assembly via Explicit Mobile Binders
(2023)
GitHub page with the Python framework for MD simulations of droplets with mobile binders
Google Drive link to the Singularity container files needed to run the simulations
Assessing models of force-dependent unbinding rates via infrequent metadynamics
(2022)
GitHub page containing simulation input files and analysis code
Structural basis of fast- and slow-severing actin-cofilactin boundaries
(2021)
GitHub page containing simulation input files and analysis code
Infinite Switch Simulated Tempering in Force (FISST)
(2020)
GitHub page containing the PLUMED implementation of FISST
Collaboration Resources
Large-Scale Multi-omic Biosequence Transformers for Modeling Protein-Nucleic Acid Interactions
(2026)
GitHub page for the OmniBioTE multimodal biosequence transformer models
Zenodo archive of the AlphaFold3 protein-nucleic acid MD pipeline
Zenodo archive of trained OmniBioTE models
Crystallization of non-convex colloids: the roles of particle shape and entropy
(2025)
GitHub page with code for simulating colloidal tetrahedra with non-convex interactions and analyzing the resulting structures
NYU Box link to output data and run code for each simulation
PLUMED Tutorials: a collaborative, community-driven learning ecosystem
(2025)
PLUMED Tutorials website
GitHub page storing the lessons for the PLUMED tutorials site
Polysome collapse and RNA condensation fluidize the cytoplasm
(2024)
Zenodo archive of the paper analysis codes
Assessment of chemistry knowledge in large language models that generate code
(2023)
GitHub page for the natural language computational chemistry command line interface
GitHub page with the benchmark dataset and evaluation code
Zenodo archive of the associated data
Size-and-Shape Space Gaussian Mixture Models for Structural Clustering of Molecular Dynamics Trajectories
(2022)
GitHub page for the size-and-shape space Gaussian mixture model code
Natural Language Processing Models That Automate Programming Will Transform Chemistry Research and Teaching
(2022)
GitHub page for MARVIS, natural language audio and text control of VMD
Actin crosslinker competition and sorting drive emergent GUV size-dependent actin network architecture
(2021)
GitHub page with the AFINES simulation branch and input files used for crosslinker sorting in GUVs
Residue-Level Allostery Propagates Through the Effective Coarse-Grained Hessian
(2020)
GitHub page with code to generate covariance, hENM Hessian, and allosteric pathway analyses
Mechanical and kinetic factors drive sorting of F-actin crosslinkers on bundles
(2019)
GitHub page for the AFINES simulation package used in this work
Promoting transparency and reproducibility in enhanced molecular simulations
(2019)
PLUMED-NEST, the public repository of input files for published PLUMED calculations