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Python 21 3 Updated Jul 27, 2022

A DEM toolkit for rapid simulation & quantitative analysis of granular systems

Python 75 16 Updated Jul 21, 2023

Interoperability tool for running DEM simulation

Python 4 2 Updated Sep 27, 2022

analysis module for PyGran: a DEM toolkit for rapid quantitative analysis of granular/powder systems

Python 7 Updated Aug 7, 2022

Automatic MARTINI parametrization of small organic molecules

Python 59 22 Updated Sep 3, 2024

Random Sphere Packing Simulation in Box and Cylinders

C 1 1 Updated Jun 24, 2023

Simulate the formation of three-dimensional packings of spherical and non-spherical (regular and irregular) particles with prescribed size distributions.

C# 65 21 Updated Nov 30, 2022

Python package for building coarse-grained models using the Iterative Boltzmann Inversion (IBI) and Inverse Monte Carlo (IMC) methods

Python 7 1 Updated Mar 8, 2023

A set of python scripts for automating iterative the iterative Boltzmann inversion method using LAMMPS.

Python 12 1 Updated Jun 10, 2015

A package for managing pair-potential derivation using MultiState Iterative Boltzmann Inversion (MS-IBI)

Python 12 13 Updated Aug 22, 2024

A kinetic Monte Carlo Python/C++ library.

Python 118 49 Updated Apr 2, 2024

RadonPy is a Python library to automate physical property calculations for polymer informatics.

Python 147 21 Updated Dec 26, 2023

A collection of scripts for producing and analyzing simulations, for computational materials science.

Python 11 2 Updated Jun 10, 2015

sample images, examples, and speed tests for trackpy

Jupyter Notebook 21 44 Updated Nov 22, 2023

A Python package that aims to characterise the dynamics of local chemical environments from Molecular Dynamics trajectories of proteins and other biomolecules. Public mirror of https://gitlab.jsc.f…

Python 7 1 Updated Apr 25, 2024

python simulation interface for molecular modeling

Python 87 39 Updated Jun 26, 2022

Implementation of "TransPolymer: a Transformer-based language model for polymer property predictions" in PyTorch

Python 58 19 Updated Nov 17, 2023

gillespie algorithm that compute the evolution of the crosslinking of a polymer.

Jupyter Notebook 1 Updated Apr 4, 2024

Codes for the prediction of aging and pyrolysis behavior of cross-linked polymers

Python 1 Updated Jun 1, 2022

A package of tools for automating the file preparation for the LAMMPS fix bond/react.

Python 15 5 Updated Sep 27, 2022

Repository supporting the manuscript: Geometrically-frustrated interactions drive structural complexity in amorphous calcium carbonate.

Jupyter Notebook 6 Updated Aug 11, 2023

Coarse-graining Hybrid and Inorganic Crystals (CHIC) is a Python package for automating the cleaning-up and coarse-graining of crystals and analysing crystal databases using machine-learning.

Python 12 Updated Oct 24, 2024

Tool to read a logfile produced by LAMMPS into a simple python data structure with a get()-function providing the log data.

Python 53 8 Updated Sep 29, 2023

Applying machine learning algorithms to disk drive reads

C 32 15 Updated Dec 9, 2010

A Python implementation of global optimization with gaussian processes.

Python 7,884 1,542 Updated Oct 21, 2024

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

Python 869 115 Updated Sep 17, 2022

🔺 Ternary plotting library for python with matplotlib

Python 729 157 Updated Jun 12, 2024

《机器学习》(西瓜书)公式详解

24,005 4,750 Updated Oct 28, 2024

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

Fortran 270 33 Updated Nov 4, 2024

Polymer Self-Consistent Field Theory (C++/CUDA version)

C++ 33 20 Updated Nov 4, 2024
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