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20202022
most citedGet on the BAND Wagon: A Bayesian Framework for Quantifying Model Uncertainties in Nuclear Dynamics

102 citations

9 papers

nucl-th2022

Uncertainty Quantification in Breakup Reactions

Özge Sürer, Filomena M. Nunes, Matthew Plumlee +1

Breakup reactions are one of the favored probes to study loosely bound nuclei, particularly those in the limit of stability forming a halo. In order to interpret such breakup exper…

cond-mat.mtrl-sci2022

Assessing the accuracy of compound formation energies with quantum Monte Carlo

Eric B. Isaacs, Hyeondeok Shin, Abdulgani Annaberdiyev +4

Accurately predicting the formation energy of a compound, which describes its thermodynamic stability, is a key challenge in materials physics. Here, we employ many-body quantum Mo…

cond-mat.mtrl-sci2021★ 7 cited

Trapping Interlayer Excitons in van der Waals Heterostructures by Potential Arrays

Darien J. Morrow, Xuedan Ma

Transition metal dichalcogenide heterostructures can host interlayer excitons (IXs), which consist of electrons and holes spatially separated in different layers. IXs possess perma…

cond-mat.mtrl-sci2021★ 3 cited

Leggett Modes Accompanying Crystallographic Phase Transitions

Quintin N. Meier, Daniel Hickox-Young, Geneva Laurita +3

Higgs and Goldstone modes, well known in high energy physics, have been realized in a number of condensed matter physics contexts, including superconductivity and magnetism. The Go…

nucl-th2020★ 102 cited

Get on the BAND Wagon: A Bayesian Framework for Quantifying Model Uncertainties in Nuclear Dynamics

D. R. Phillips, R. J. Furnstahl, U. Heinz +8

We describe the Bayesian Analysis of Nuclear Dynamics (BAND) framework, a cyberinfrastructure that we are developing which will unify the treatment of nuclear models, experimental…

nucl-th2020★ 35 cited

Machine learning-based inversion of nuclear responses

Krishnan Raghavan, Prasanna Balaprakash, Alessandro Lovato +2

A microscopic description of the interaction of atomic nuclei with external electroweak probes is required for elucidating aspects of short-range nuclear dynamics and for the corre…