{"categories":[{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/4"}],"enrichment":{"capability":"Automates simulation workflows for organic crystal mechanical properties by generating structural models and force fields, then orchestrating LAMMPS-based molecular dynamics simulations under mechanical loads.","skillfed_tags":["molecular-dynamics","materials-science","high-throughput-simulation"],"use_cases":["Batch-simulate mechanical properties of organic crystals from a database to identify structure-property relationships.","Generate force fields and run uniaxial tensile tests on crystal structures at specified temperatures and strain rates.","Automate supercell construction and LAMMPS workflow setup for high-throughput mechanical screening of molecular crystals.","Prepare periodic boundary condition simulations (shearing, compression) for organic materials without manual LAMMPS scripting."],"what_it_does":"PYOCSE is a Python environment for automating organic crystal simulations focused on mechanical properties. It wraps two main workflows: first, it generates structural models and force fields by interfacing with external tools; second, it designs and executes LAMMPS-based molecular dynamics simulations to measure how organic crystals respond to mechanical loads like tension, compression, and shear. The package works with crystal structures and uses pyxtal for crystal representation.\n\nThe package is designed for materials scientists and computational chemists who need to systematically simulate mechanical behavior of organic crystals. It abstracts away much of the boilerplate for setting up LAMMPS input files, defining simulation tasks (tensile, compressive, shear), and managing supercell geometry. However, it requires external LAMMPS installation with specific modules compiled and relies on conda for environment setup.","worth_installing":"Yes, if you are a computational materials scientist working on organic crystal mechanics and already have LAMMPS installed with required modules. The low install friction and permissive MIT license are favorable, but the aging maintenance status (251 days since last release, 3 repository stars) and unspecified Python version support mean you should verify compatibility with your environment and be prepared for limited community support."},"id":"pyocse","links":{"html":"https://skillfed.io/packages/pyocse","md":"https://skillfed.io/packages/pyocse.md","pypi":"https://pypi.org/project/pyocse/"},"maintenance":{"status":"aging"},"meta":{"latest_release":"2025-12-06","license_spdx":null,"license_treatment":"permissive","name":"pyocse","python_support":"unspecified","summary":"Python Organic Crystal Simulation Environment"},"popularity":{"monthly_downloads":563058,"position":5983,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.1.3"}