Colloquium: Machine learning in nuclear physics
A Boehnlein, M Diefenthaler, N Sato, M Schram… - Reviews of modern …, 2022 - APS
Advances in machine learning methods provide tools that have broad applicability in
scientific research. These techniques are being applied across the diversity of nuclear …
scientific research. These techniques are being applied across the diversity of nuclear …
What is ab initio in nuclear theory?
Frontiers | What is ab initio in nuclear theory? Skip to main content Top bar navigation Frontiers
in Physics About us About us Who we are Mission Values History Leadership Awards Impact …
in Physics About us About us Who we are Mission Values History Leadership Awards Impact …
Neutrinoless double-beta decay: a roadmap for matching theory to experiment
The observation of neutrino oscillations and hence non-zero neutrino masses provided a
milestone in the search for physics beyond the Standard Model. But even though we now …
milestone in the search for physics beyond the Standard Model. But even though we now …
Model reduction methods for nuclear emulators
JA Melendez, C Drischler, RJ Furnstahl… - Journal of Physics G …, 2022 - iopscience.iop.org
The field of model order reduction (MOR) is growing in importance due to its ability to extract
the key insights from complex simulations while discarding computationally burdensome …
the key insights from complex simulations while discarding computationally burdensome …
Large and massive neutron stars: Implications for the sound speed within QCD of dense matter
C Drischler, S Han, S Reddy - Physical Review C, 2022 - APS
The NASA telescope NICER has recently measured x-ray emissions from the heaviest of the
precisely known two-solar mass neutron stars, PSR J0740+ 6620. Analysis of the data …
precisely known two-solar mass neutron stars, PSR J0740+ 6620. Analysis of the data …
Nuclear forces for precision nuclear physics: A collection of perspectives
This is a collection of perspective pieces contributed by the participants of the Institute for
Nuclear Theory's Program on Nuclear Physics for Precision Nuclear Physics which was held …
Nuclear Theory's Program on Nuclear Physics for Precision Nuclear Physics which was held …
Combining the in-medium similarity renormalization group with the density matrix renormalization group: Shell structure and information entropy
We propose a novel many-body framework combining the density matrix renormalization
group (DMRG) with the valence-space (VS) formulation of the in-medium similarity …
group (DMRG) with the valence-space (VS) formulation of the in-medium similarity …
Nuclear properties with semilocal momentum-space regularized chiral interactions beyond
LENPIC Collaboration, P Maris, R Roth, E Epelbaum… - Physical Review C, 2022 - APS
We present a comprehensive investigation of few-nucleon systems as well as light and
medium-mass nuclei up to A= 48 using the current Low Energy Nuclear Physics …
medium-mass nuclei up to A= 48 using the current Low Energy Nuclear Physics …
Fast emulation of quantum three-body scattering
X Zhang, RJ Furnstahl - Physical Review C, 2022 - APS
We develop a class of emulators for solving quantum three-body scattering problems. They
are based on combining the variational method for scattering observables and the recently …
are based on combining the variational method for scattering observables and the recently …
BUQEYE guide to projection-based emulators in nuclear physics
C Drischler, JA Melendez, RJ Furnstahl… - Frontiers in …, 2023 - frontiersin.org
The BUQEYE collaboration (Bayesian Uncertainty Quantification: Errors in Your effective
field theory) presents a pedagogical introduction to projection-based, reduced-order …
field theory) presents a pedagogical introduction to projection-based, reduced-order …