Hartree-Fock Approximation for Inverse Many-Body Problems
Nuclear Theory
2009-10-31 v1 Disordered Systems and Neural Networks
Data Analysis, Statistics and Probability
Abstract
A new method is presented to reconstruct the potential of a quantum mechanical many-body system from observational data, combining a nonparametric Bayesian approach with a Hartree-Fock approximation. A priori information is implemented as a stochastic process, defined on the space of potentials. The method is computationally feasible and provides a general framework to treat inverse problems for quantum mechanical many-body systems.
Cite
@article{arxiv.nucl-th/9908056,
title = {Hartree-Fock Approximation for Inverse Many-Body Problems},
author = {J. C. Lemm and J. Uhlig},
journal= {arXiv preprint arXiv:nucl-th/9908056},
year = {2009}
}
Comments
4 pages, 2 figures, revtex