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PyCI: A Python-scriptable library for arbitrary determinant CI

delete2024-10-04
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PRE
AI
M
Michelle Richer
G
Gabriela Sánchez‐Díaz
M
Marco Martínez González
V
Valerii Chuiko
T
Taewon David Kim
A
Alireza Tehrani
S
Shuoyang Wang
P
Pratiksha B. Gaikwad
C
Carlos E. V. de Moura
C
C. A. Masschelein
R
Ramón Alain Miranda‐Quintana
A
Augusto Gerolin
F
Farnaz Heidar‐Zadeh
P
Paul W. Ayers *
DOI:10.1063/5.0219010delete
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Abstract

Abstract

En 中文
PyCI is a free and open-source Python library for setting up and running arbitrary determinant-driven configuration interaction (CI) computations, as well as their generalizations to cases where the coefficients of the determinant are nonlinear functions of optimizable parameters. PyCI also includes functionality for computing the residual correlation energy, along with the ability to compute spin-polarized one- and two-electron (transition) reduced density matrices. PyCI was originally intended to replace the ab initio quantum chemistry functionality in the HORTON library but emerged as a standalone research tool, primarily intended to aid in method development, while maintaining high performance so that it is suitable for practical calculations. To this end, PyCI is written in Python, adopting principles of modern software development, including comprehensive documentation, extensive testing, continuous integration/delivery protocols, and package management. Computationally intensive steps, notably operations related to generating Slater determinants and computing their expectation values, are delegated to low-level C++ code. This article marks the official release of the PyCI library, showcasing its functionality and scope.
Keywords:
MATRIX RENORMALIZATION-GROUP
COUPLED-CLUSTER THEORY
BATH CONFIGURATION-INTERACTION
ALGORITHM
EQUATION
PRODUCT
ENERGY

Journal

Journal of Chemical Physics cover
Journal of Chemical Physics
IF:
3.1
Papers:
7.2W
Citations:
23.2W

Organization

State University System of Florida cover
State University System of Florida
Scholars:
12.7W
Papers: 10.9W
Citations: 130
Q
queens university - canada
Scholars:
1.8W
Papers: 1.7W
Citations: 29
M
McMaster University
Scholars:
3.6W
Papers: 3.3W
Citations: 4.4W
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