Machine learning for the prediction of converged energies from ab initio nuclear structure calculations

Colloquium : Machine learning in nuclear physics

(2022) Amber Boehnlein et al.   REVIEWS OF MODERN PHYSICS

Variational Monte Carlo Calculations of A≤4 Nuclei with an Artificial Neural-Network Correlator Ansatz

(2021) Corey Adams et al.   PHYSICAL REVIEW LETTERS

Family of chiral two- plus three-nucleon interactions for accurate nuclear structure studies

(2020) Thomas Hüther et al.   PHYSICS LETTERS B

Bayesian optimization in ab initio nuclear physics

(2019) A Ekström et al.   JOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS

Semilocal momentum-space regularized chiral two-nucleon potentials up to fifth order

(2018) P. Reinert et al.   EUROPEAN PHYSICAL JOURNAL A

Jacobi no-core shell model for p-shell nuclei

(2016) S. Liebig et al.   EUROPEAN PHYSICAL JOURNAL A

Nuclear charge radii: density functional theory meets Bayesian neural networks

(2016) R Utama et al.   JOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS

The In-Medium Similarity Renormalization Group: A novel ab initio method for nuclei

(2016) H. Hergert et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Infrared length scale and extrapolations for the no-core shell model

(2015) K. A. Wendt et al.   PHYSICAL REVIEW C

Quantum Monte Carlo methods for nuclear physics

(2015) J. Carlson et al.   REVIEWS OF MODERN PHYSICS

Systematic expansion for infrared oscillator basis extrapolations

(2014) R. J. Furnstahl et al.   PHYSICAL REVIEW C

Evolved chiralNN+3NHamiltonians forab initionuclear structure calculations

(2014) Robert Roth et al.   PHYSICAL REVIEW C

An artificial neural network application on nuclear charge radii

(2013) S Akkoyun et al.   JOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS

Universal properties of infrared oscillator basis extrapolations

(2013) S. N. More et al.   PHYSICAL REVIEW C

In-medium similarity renormalization group with chiral two- plus three-nucleon interactions

(2013) H. Hergert et al.   PHYSICAL REVIEW C

Structure ofp-shell nuclei using three-nucleon interactions evolved with the similarity renormalization group

(2013) E. D. Jurgenson et al.   PHYSICAL REVIEW C

New applications of renormalization group methods in nuclear physics

(2013) R J Furnstahl et al.   REPORTS ON PROGRESS IN PHYSICS

Convergence properties ofab initiocalculations of light nuclei in a harmonic oscillator basis

(2012) S. A. Coon et al.   PHYSICAL REVIEW C

Corrections to nuclear energies and radii in finite oscillator spaces

(2012) R. J. Furnstahl et al.   PHYSICAL REVIEW C

Ab initio no core shell model

(2012) Bruce R. Barrett et al.   PROGRESS IN PARTICLE AND NUCLEAR PHYSICS

Chiral effective field theory and nuclear forces

(2011) R. Machleidt et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Nuclear structure in the framework of the Unitary Correlation Operator Method

(2010) Robert Roth et al.   PROGRESS IN PARTICLE AND NUCLEAR PHYSICS

From low-momentum interactions to nuclear structure

(2010) S.K. Bogner et al.   PROGRESS IN PARTICLE AND NUCLEAR PHYSICS

Recent developments in no-core shell-model calculations

(2009) Petr Navrátil et al.   JOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS

Ab initiono-core full configuration calculations of light nuclei

(2009) P. Maris et al.   PHYSICAL REVIEW C

Importance truncation for large-scale configuration interaction approaches

(2009) Robert Roth   PHYSICAL REVIEW C

Modern theory of nuclear forces

(2009) E. Epelbaum et al.   REVIEWS OF MODERN PHYSICS

Convergence in the no-core shell model with low-momentum two-nucleon interactions

(2008) S.K. Bogner et al.   NUCLEAR PHYSICS A