GMPavanLab

GMPavanLab

Organization data from Github https://github.com/GMPavanLab

Location:Italy

Home Page:https://www.gmpavanlab.polito.it

GitHub:@GMPavanLab

GMPavanLab's repositories

Swarm-CG

Swarm-CG: Automatic Parametrization of Bonded Terms in MARTINI-based Coarse-Grained Models of Simple to Complex Molecules via Fuzzy Self-Tuning Particle Swarm Optimization

Language:PythonLicense:MITStargazers:45Issues:6Issues:13

SwarmCGM

Optimization tool for calibrating coarse-grained force fields of lipids, relying on the simultaneous usage of reference AA trajectories (bottom-up) and experimental data (top-down)

Language:PythonLicense:MITStargazers:10Issues:5Issues:1

cpctools

System analysis with soap fingerprints

Language:PythonLicense:MITStargazers:4Issues:1Issues:27

LENS

Supporting data of submitted paper "Detecting dynamic domains and local fluctuations in complex molecular systems via timelapse neighbors shuffling".

Language:Jupyter NotebookStargazers:3Issues:6Issues:1

dynsight

A framework for the analysis of the dynamics of particle trajectories

Language:PythonLicense:MITStargazers:2Issues:2Issues:55

CyclicPeptideNTs

Supporting data and molecular dynamics input data for the paper: "Self-assembly Mechanism of Cyclic Peptide Monolayers by a Supramolecular Hinge ".

Language:MATLABStargazers:1Issues:4Issues:0
Language:PythonStargazers:1Issues:0Issues:0

dynNP

Repository for the code used to reproduce the analysis and the simulations for the paper "Machine Learning of Atomic Dynamics and Statistical Surface Identities in Gold Nanoparticles"

Language:PythonStargazers:1Issues:5Issues:0
Language:PythonStargazers:1Issues:5Issues:0
Language:PythonStargazers:0Issues:4Issues:0
Language:TclStargazers:0Issues:4Issues:0

CGExplore

A general tool set for working with coarse-grained stk models

Language:PythonLicense:MITStargazers:0Issues:0Issues:0
Language:PythonStargazers:0Issues:2Issues:0

Descriptors

It contains all the code used for: "A data-driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information"

Language:Jupyter NotebookLicense:MITStargazers:0Issues:2Issues:1

DynMetSurf

Repo containing the files for "Innate Dynamics and Identity Crisis of a Metal Surface Unveiled by Machine Learning of Atomic Environments"

Language:Jupyter NotebookStargazers:0Issues:5Issues:0
Language:Jupyter NotebookStargazers:0Issues:2Issues:0
Language:Jupyter NotebookStargazers:0Issues:5Issues:0
Language:Jupyter NotebookStargazers:0Issues:5Issues:0

StrDynRel

Supporting data of submitted paper "Machine learning of microscopic structure-dynamics relationships in complex molecular systems".

Language:Jupyter NotebookStargazers:0Issues:5Issues:0

Wateropti

Supporting data for wateropti paper

Language:PythonStargazers:0Issues:3Issues:0

Azo_Peptides

This repository contains the set of data shown in the paper "Emergence of Photomodulated Protometabolism by Short Peptide-based Assemblies"

Stargazers:0Issues:5Issues:0

C14-Catenane

Input files for the paper "Synthesis of C60/[10]CPP-Catenanes by Regioselective, Nanocapsule-Templated Bingel Bis-Addition". The folder contains the input files for reproducing the figure 4 of the main paper and supplementary information (mdp, topologies, plumed files, residence times, ...)

Stargazers:0Issues:4Issues:0

HiddenInformation

Contains all the data used in the paper "Relevant, hidden, and frustrated information in high-dimensional analyses of complex dynamical systems with internal noise"

License:MITStargazers:0Issues:2Issues:0
License:GPL-3.0Stargazers:0Issues:4Issues:0
License:GPL-3.0Stargazers:0Issues:5Issues:0
Stargazers:0Issues:5Issues:0
Language:MATLABStargazers:0Issues:0Issues:0

Optimal-Spatiotemporal-Resolutions

It contains all the code used for: "Optimal Spatiotemporal Resolutions"

Language:Jupyter NotebookLicense:MITStargazers:0Issues:2Issues:0

Porphyrin-SPcapping

Structures and topologies of submitted paper "Controlling the length of porphyrin-based supramolecular polymers via coupled equilibria and dilution induced self-assembly"

Stargazers:0Issues:4Issues:0

timeseries_analysis

Code for unsupervised clustering of time-correlated data.

Language:PythonLicense:MITStargazers:0Issues:0Issues:0