22 citations · 40 across the 6 of their papers we have counts for
6 papers
Bayesian Approach to Inverse Quantum Statistics: Reconstruction of Potentials in the Feynman Path Integral Representation of Quantum Theory
J. C. Lemm, J. Uhlig, A. Weiguny
The Feynman path integral representation of quantum theory is used in a non--parametric Bayesian approach to determine quantum potentials from measurements on a canonical ensemble.…
Bayesian Inverse Quantum Theory
J. C. Lemm, J. Uhlig
A Bayesian approach is developed to determine quantum mechanical potentials from empirical data. Bayesian methods, combining empirical measurements and "a priori" information, prov…
Bayesian Reconstruction of Approximately Periodic Potentials at Finite Temperature
J. C. Lemm, J. Uhlig, A. Weiguny
The paper discusses the reconstruction of potentials for quantum systems at finite temperatures from observational data. A nonparametric approach is developed, based on the framewo…
Hartree-Fock Approximation for Inverse Many-Body Problems
J. C. Lemm, J. Uhlig
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-…
A Bayesian Approach to Inverse Quantum Statistics
J. C. Lemm, J. Uhlig, A. Weiguny
A nonparametric Bayesian approach is developed to determine quantum potentials from empirical data for quantum systems at finite temperature. The approach combines the likelihood m…
Mean Field Methods for Atomic and Nuclear Reactions: The Link between Time--Dependent and Time--Independent Approaches
J. Uhlig, J. C. Lemm, A. Weiguny
Three variants of mean field methods for atomic and nuclear reactions are compared with respect to both conception and applicability: The time--dependent Hartree--Fock method solve…