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hyunp2's Projects

gomc icon gomc

GOMC - GPU Optimized Monte Carlo is a parallel molecular simulation code designed for high-performance simulation of large systems

hmmmsolvents icon hmmmsolvents

Companion to the SCSE and SCSM solvent paper, with code to make it easier to use!

kimmdy icon kimmdy

reactive MD python pipeline for GROMACS using Kinetic Monte Carlo / Molecular Dynamics (KIMMDY)

masif icon masif

MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mcmc icon mcmc

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

mdencoder icon mdencoder

Python package for MD trajectory analysis using neural network

mdvoxelclustering icon mdvoxelclustering

A voxel based approach for dynamic cluster analysis of molecular dynamics trajectories.

meld icon meld

Modeling with limited data

notebooks icon notebooks

A collection of Jupyter Notebook tutorials on anomaly detection, forecasting, and InfluxDB.

ocp icon ocp

https://opencatalystproject.org/

onpls icon onpls

OnPLS: Orthogonal Projections to Latent Structures in Multiblock and Path Model Data Analysis

openmm icon openmm

OpenMM is a toolkit for molecular simulation using high performance GPU code.

parmed icon parmed

Parameter/topology editor and molecular simulator

pgcgm icon pgcgm

Source code for generating materials with 20 space groups using PGCGM

protein-ebm icon protein-ebm

Energy-based models for atomic-resolution protein conformations

pyrosetta.notebooks icon pyrosetta.notebooks

Jupyter Notebooks for learning the PyRosetta platform for biomolecular structure prediction and design

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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