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 …
Nuclear effective field theory: status and perspectives
The nuclear-physics landscape has been redesigned as a sequence of effective field
theories (EFTs) connected to the standard model through symmetries and lattice simulations …
theories (EFTs) connected to the standard model through symmetries and lattice simulations …
[HTML][HTML] A Guided Tour of ab initio Nuclear Many-Body Theory
H Hergert - Frontiers in Physics, 2020 - frontiersin.org
Over the last decade, new developments in Similarity Renormalization Group techniques
and nuclear many-body methods have dramatically increased the capabilities of ab initio …
and nuclear many-body methods have dramatically increased the capabilities of ab initio …
How well do we know the neutron-matter equation of state at the densities inside neutron stars? A Bayesian approach with correlated uncertainties
We introduce a new framework for quantifying correlated uncertainties of the infinite-matter
equation of state derived from chiral effective field theory (χ EFT). Bayesian machine …
equation of state derived from chiral effective field theory (χ EFT). Bayesian machine …
Accurate bulk properties of nuclei from to from potentials with isobars
We optimize Δ-full nuclear interactions from chiral effective field theory. The low-energy
constants of the contact potentials are constrained by two-body scattering phase shifts, and …
constants of the contact potentials are constrained by two-body scattering phase shifts, and …
Limiting masses and radii of neutron stars and their implications
We combine the equation of state of dense matter up to twice nuclear saturation density n
sat obtained using chiral effective field theory (χ EFT) and recent observations of neutron …
sat obtained using chiral effective field theory (χ EFT) and recent observations of neutron …
First observation of 28O
Y Kondo, NL Achouri, HA Falou, L Atar, T Aumann… - Nature, 2023 - nature.com
Subjecting a physical system to extreme conditions is one of the means often used to obtain
a better understanding and deeper insight into its organization and structure. In the case of …
a better understanding and deeper insight into its organization and structure. In the case of …
[HTML][HTML] High-precision nuclear forces from chiral eft: State-of-the-art, challenges, and outlook
E Epelbaum, H Krebs, P Reinert - Frontiers in Physics, 2020 - frontiersin.org
We review a new generation of nuclear forces derived in chiral effective field theory using
the recently proposed semilocal regularization method. We outline the conceptual …
the recently proposed semilocal regularization method. We outline the conceptual …
Get on the BAND wagon: a Bayesian framework for quantifying model uncertainties in nuclear dynamics
DR Phillips, RJ Furnstahl, U Heinz, T Maiti… - Journal of Physics G …, 2021 - iopscience.iop.org
We describe the Bayesian analysis of nuclear dynamics (BAND) framework, a
cyberinfrastructure that we are developing which will unify the treatment of nuclear models …
cyberinfrastructure that we are developing which will unify the treatment of nuclear models …
Rigorous constraints on three-nucleon forces in chiral effective field theory from fast and accurate calculations of few-body observables
We explore the constraints on the three-nucleon force (3NF) of chiral effective field theory (χ
EFT) that are provided by bound-state observables in the A= 3 and A= 4 sectors. Our …
EFT) that are provided by bound-state observables in the A= 3 and A= 4 sectors. Our …