Efficient emulators for three-body scattering using eigenvector continuation

POSTER

Abstract

Solving a three-body quantum scattering and reaction problem is known to be computationally expensive. As a result, the computing time becomes a bottleneck issue for exploring a three-body model's parameter space. On the other hand, such exploration, i.e., repeatedly solving a three-body problem with different theory parameters, is needed in various data analysis, such as fitting nucleon interactions to deuteron-nucleon scattering and reaction data, as well as extracting nuclear structure information from deuteron-nucleus scattering and reaction measurements. In this talk, I will discuss our recent development of emulators---surrogate models that can be solved efficiently---for three-body scattering. It is an extension of our previous work (arXiv: 2007.03635) on two-body-scattering emulators, based on so-called eigenvector continuation. I will demonstrate the efficiency and accuracy of these emulators. In the end, I will briefly discuss the broad applications of these emulators.

*Supported in part by the NSF and the DOE.

Authors

  • Xilin Zhang

    • Ohio State Univ - Columbus
  • R. J. Furnstahl

    • Ohio State Univ - Columbus
  • A. J. Garcia

    • Ohio State Univ - Columbus
  • P. J. Millican

    • Ohio State Univ - Columbus