Least-square approach for singular value decompositions of scattering problems

A Tichai, P Arthuis, K Hebeler, M Heinz, J Hoppe… - Physical Review C, 2022 - APS
It was recently observed that chiral two-body interactions can be efficiently represented
using matrix factorization techniques such as the singular value decomposition. However …

[HTML][HTML] Low-rank matrix decompositions for ab initio nuclear structure

A Tichai, P Arthuis, K Hebeler, M Heinz, J Hoppe… - Physics Letters B, 2021 - Elsevier
The extension of ab initio quantum many-body theory to higher accuracy and larger systems
is intrinsically limited by the handling of large data objects in form of wave-function …

Tensor-decomposition techniques for ab initio nuclear structure calculations: From chiral nuclear potentials to ground-state energies

A Tichai, R Schutski, GE Scuseria, T Duguet - Physical Review C, 2019 - APS
Background: The computational resources needed to generate the ab initio solution of the
nuclear many-body problem for increasing mass number and/or accuracy necessitates …

Low-Rank Decompositions of Three-Nucleon Forces via Randomized Projections

A Tichai, P Arthuis, K Hebeler, M Heinz… - arXiv preprint arXiv …, 2023 - arxiv.org
Ab initio calculations for nuclei and nuclear matter are limited by the computational
requirements of processing large data objects. In this work, we develop low-rank singular …

Pre-processing the nuclear many-body problem: Importance truncation versus tensor factorization techniques

A Tichai, J Ripoche, T Duguet - The European Physical Journal A, 2019 - Springer
The solution of the nuclear A-body problem encounters severe limitations from the size of
many-body operators that are processed to solve the stationary Schrödinger equation …

Dimensionality reduction through tensor factorization: Application to ab initio nuclear physics calculations

M Frosini, T Duguet, P Tamagno… - EPJ Web of …, 2024 - epj-conferences.org
The construction of predictive models of atomic nuclei from first principles is a challenging
(yet necessary) task towards the systematic generation of theoretical predictions (and …

Matrix elements and few-body calculations within the unitary correlation operator method

R Roth, H Hergert, P Papakonstantinou, T Neff… - Physical Review C …, 2005 - APS
We employ the unitary correlation operator method (UCOM) to construct correlated, low-
momentum matrix elements of realistic nucleon-nucleon interactions. The dominant short …

Lattice methods and the nuclear few-and many-body problem

D Lee - An Advanced Course in Computational Nuclear …, 2017 - Springer
This chapter builds upon the review of lattice methods and effective field theory of the
previous chapter. We begin with a brief overview of lattice calculations using chiral effective …

Separable expansion for the two-body T matrix based on a nonsingular scattering equation

H Haberzettl - Physical Review C, 1989 - APS
We derive a separable representation of the two-body T matrix, which is exact half on shell
at all energies even when truncated to one single term. Moreover, the truncated expansion …

Wave function matching for the quantum many-body problem

S Elhatisari, L Bovermann, E Epelbaum… - arXiv preprint arXiv …, 2022 - arxiv.org
We introduce a new approach for solving quantum many-body systems called wave function
matching. Wave function matching transforms the interaction between particles so that the …