Normalizing flows for microscopic many-body calculations: an application to the nuclear equation of state

no code implementations • 4 Feb 2021 • 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.

Nuclear Theory

Constraining the nonanalytic terms in the isospin-asymmetry expansion of the nuclear equation of state

no code implementations • 3 Dec 2020 • Pengsheng Wen, Jeremy W. Holt

We consider contributions to the symmetry energy coefficients from both two- and three-body interactions.

Nuclear Theory