87 citations · 109 across the 8 of their papers we have counts for
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Data-Driven Statistical Ensembles of Chiral Nuclear Interactions
Pengsheng Wen, Jeremy W. Holt
Recent advances in ab initio nuclear theory, machine learning, and Bayesian inference, coupled with increasingly precise nuclear experiments and astrophysical observations, have en…
Neural Quantum States for Light Nuclei with Chiral Two- and Three-Body Interactions
Pengsheng Wen, Alexandros Gezerlis, Jeremy W. Holt
Finding high-quality trial wave functions for quantum Monte Carlo calculations of light nuclei requires a strong intuition for modeling the interparticle correlations as well as la…
Application of normalizing flows to nuclear many-body perturbation theory
Pengsheng Wen, Jeremy W. Holt, Albany Blackburn
Many-body perturbation theory provides a powerful framework to study the ground state and thermodynamic properties of nuclear matter as well as associated single-particle potential…
Generative modeling of nucleon-nucleon interactions
Pengsheng Wen, Jeremy W. Holt, Maggie Li
Developing high-precision models of the nuclear force and propagating the associated uncertainties in quantum many-body calculations of nuclei and nuclear matter remain key challen…
Theoretical and Experimental Constraints for the Equation of State of Dense and Hot Matter
Rajesh Kumar, Veronica Dexheimer, Johannes Jahan +57
This review aims at providing an extensive discussion of modern constraints relevant for dense and hot strongly interacting matter. It includes theoretical first-principle results…
Normalizing flows for microscopic many-body calculations: an application to the nuclear equation of state
Jack Brady, Pengsheng Wen, Jeremy W. Holt
Normalizing flows are a class of machine learning models used to construct a complex distribution through a bijective mapping of a simple base distribution. We demonstrate that nor…
Constraining the nonanalytic terms in the isospin-asymmetry expansion of the nuclear equation of state
Pengsheng Wen, Jeremy W. Holt
We examine the properties of the isospin-asymmetry expansion of the nuclear equation of state from chiral two- and three-body forces. We focus on extracting the high-order symmetry…
Scale-Chiral Effective Field Theory for Nuclear Interactions in the Veneziano Limit
Yan-Ling Li, Peng-Sheng Wen, Yong-Liang Ma +1
Following Golterman and Shamir, we develop scale-chiral perturbation theory in the large and large Veneziano limit that incorporates both light-quark baryons and hidden…