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ModelHamiltonian: A Python-scriptable library for generating 0-, 1-, and 2-electron integrals.

Authors :
Chuiko, Valerii
Richards, Addison D. S.
Sánchez-Díaz, Gabriela
Martínez-González, Marco
Sanchez, Wesley
B. Da Rosa, Giovanni
Richer, Michelle
Zhao, Yilin
Adams, William
Johnson, Paul A.
Heidar-Zadeh, Farnaz
Ayers, Paul W.
Source :
Journal of Chemical Physics; 10/7/2024, Vol. 161 Issue 13, p1-12, 12p
Publication Year :
2024

Abstract

ModelHamiltonian is a free, open source, and cross-platform Python library designed to express model Hamiltonians, including spin-based Hamiltonians (Heisenberg and Ising models) and occupation-based Hamiltonians (Pariser–Parr–Pople, Hubbard, and Hückel models) in terms of 1- and 2-electron integrals, so that these systems can be easily treated by traditional quantum chemistry software programs. ModelHamiltonian was originally intended to facilitate the testing of new electronic structure methods using HORTON but emerged as a stand-alone research tool that we recognize has wide utility, even in an educational context. ModelHamiltonian is written in Python and adheres to modern principles of software development, including comprehensive documentation, extensive testing, continuous integration/delivery protocols, and package management. While we anticipate that most users will use ModelHamiltonian as a Python library, we include a graphical user interface so that models can be built without programming, based on connectivity/parameters inferred from, for example, a SMILES string. We also include an interface to ChatGPT so that users can specify a Hamiltonian in plain language (without learning ModelHamiltonian's vocabulary and syntax). This article marks the official release of the ModelHamiltonian library, showcasing its functionality and scope. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00219606
Volume :
161
Issue :
13
Database :
Complementary Index
Journal :
Journal of Chemical Physics
Publication Type :
Academic Journal
Accession number :
180155584
Full Text :
https://doi.org/10.1063/5.0219015