100 citations · 150 across the 7 of their papers we have counts for
7 papers
High-Precision Ab Initio Radius Calculations of Boron Isotopes
Tobias Wolfgruber, Tobias Gesser, Marco Knöll +2
We perform a precision study of radii in Boron isotopes for multiple realistic interactions from chiral effective field theory. We obtain predictions of radii with combined many-bo…
Benchmarking ANN extrapolations of the ground-state energies and radii of Li isotopes
Marco Knöll, Matthew Lockner, Pieter Maris +4
We present a comparison of model-space extrapolation methods for No-Core Shell Model calculations of ground-state energies and root-mean-square radii in Li isotopes. In particular,…
Machine Learning for Correlations of Electromagnetic Properties in Ab Initio Calculations
Marco Knöll, Marc L. Agel, Tobias Wolfgruber +2
In ab initio nuclear structure theory, accurately predicting electromagnetic observables, such as moments and transition rates, is essential for a comprehensive understanding of nu…
Precise neural network predictions of energies and radii from the no-core shell model
Tobias Wolfgruber, Marco Knöll, Robert Roth
For light nuclei, ab initio many-body methods such as the no-core shell model are the tools of choice for predictive, high-precision nuclear structure calculations. The applicabili…
Machine Learning for the Prediction of Converged Energies from Ab Initio Nuclear Structure Calculations
Marco Knöll, Tobias Wolfgruber, Marc L. Agel +2
The prediction of nuclear observables beyond the finite model spaces that are accessible through modern ab initio methods, such as the no-core shell model, pose a challenging task…
Light nuclei with semilocal momentum-space regularized chiral interactions up to third order
P. Maris, E. Epelbaum, R. J. Furnstahl +17
We present a systematic investigation of few-nucleon systems and light nuclei using the current LENPIC interactions comprising semilocal momentum-space regularized two- and three-n…
Electromagnetic Strength Distributions from the Ab Initio No-Core Shell Model
Christina Stumpf, Tobias Wolfgruber, Robert Roth
We present an ab initio approach for the description of collective excitations and transition strength distributions of arbitrary nuclei up into the sd-shell that based on the No-C…