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Groupy: An Open-Source Toolkit for Molecular Simulation and Property Calculation
Ruichen Liu1, Li Wang1,2,3, Xiangwen Zhang1,2,3
1Key Laboratory for Green Chemical Technology of Ministry of Education, School of Chemical Engineering and Technology, Tianjin University, Tianjin, China.
Groupy is an open-source computational chemistry tool that calculates molecular properties from SMILES strings. It streamlines research for chemists by providing versatile outputs and supporting parallel processing for large datasets.
Area of Science:
- Computational Chemistry
- cheminformatics
Background:
- Calculating molecular properties and preparing simulation input files are crucial but time-consuming tasks in computational chemistry.
- Existing tools may lack flexibility or require extensive user input.
Purpose of the Study:
- To introduce Groupy, an open-source, versatile, and flexible code for calculating molecular properties and generating input files for molecular simulation software.
- To provide a user-friendly tool that simplifies daily research for computational and experimental chemists.
Main Methods:
- The Groupy code utilizes the group contribution method for property calculations.
- It accepts Simplified Molecular Input Line Entry System (SMILES) strings as input.
- Message Passing Interface (MPI) parallelization is implemented to accelerate computations for large molecular sets.
Main Results:
- Groupy generates clear, readable output data and files in multiple formats.
- The code produces group-contribution-style molecular fingerprints suitable for machine learning applications.
- It offers detailed user guidance and exhibits strong extensibility as an external library.
Conclusions:
- Groupy offers a convenient and efficient solution for molecular property calculations and simulation file preparation.
- Its features, including parallelization and machine learning-ready outputs, enhance its utility for chemists.
- The open-source nature and extensibility of Groupy promote its adoption and further development in the scientific community.
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