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Taming the Sign Problem in Lattice Field Theory with Deformed Path Integral Contours
Taming the Sign Problem in Lattice Field Theory with Deformed Path Integral Contours
- 자료유형
- 학위논문
- Control Number
- 0015491664
- International Standard Book Number
- 9781687915337
- Dewey Decimal Classification Number
- 530
- Main Entry-Personal Name
- Warrington, Neill C.
- Publication, Distribution, etc. (Imprint
- [Sl] : University of Maryland, College Park, 2019
- Publication, Distribution, etc. (Imprint
- Ann Arbor : ProQuest Dissertations & Theses, 2019
- Physical Description
- 129 p
- General Note
- Source: Dissertations Abstracts International, Volume: 81-05, Section: B.
- General Note
- Advisor: Bedaque, Paulo.
- Dissertation Note
- Thesis (Ph.D.)--University of Maryland, College Park, 2019.
- Restrictions on Access Note
- This item must not be sold to any third party vendors.
- Summary, Etc.
- 요약In this thesis a generic method for taming the sign problem is developed. The sign problem is the name given to the difficult task of numerically integrating a highly oscillatory integral, and the sign problem inhibits our ability to understand the properties of a wide range of systems of interest in theoretical physics. Particularly notably for nuclear physics, the sign problem prevents the calculation of the properties of QCD at finite baryon density, thereby precluding an understanding of the dense nuclear matter found in the center of a neutron star. The central idea developed in this thesis is to use the multidimensional generalization of Cauchy's Integral Theorem to deform the Feynman Path Integral of lattice fields theories into complexified field space to manifolds upon which the phase oscillations which cause the sign problem are gentle. Doing so allows calculations of theories with sign problems. Two practical manifold deformation methods, the holomorphic gradient flow and the sign-optimized manifold method, are developed. The holomorphic gradient flow, a generalization of the Lefschetz thimble method, continuously deforms the original path integration domain to a complex manifold via an evolution dictated by a complex first order differential equation. The sign-optimized manifold method is a way to generate a manifold with gentle phase oscillations by minimizing the sign problem in a parameterized family of manifolds through stochastic gradient ascent. With an eye toward QCD at finite density, the Cauchy's Theorem approach is applied to relativistic quantum field theories of fermions at finite density throughout this thesis. Finally, these methods are general and can be applied to both bosonic and fermionic theories, as well as Minkowski path integrals describing real-time dynamics.
- Subject Added Entry-Topical Term
- Physics
- Subject Added Entry-Topical Term
- Nuclear physics
- Subject Added Entry-Topical Term
- Astrophysics
- Subject Added Entry-Topical Term
- High temperature physics
- Subject Added Entry-Topical Term
- Quantum physics
- Added Entry-Corporate Name
- University of Maryland, College Park Physics
- Host Item Entry
- Dissertations Abstracts International. 81-05B.
- Host Item Entry
- Dissertation Abstract International
- Electronic Location and Access
- 로그인을 한후 보실 수 있는 자료입니다.
- Control Number
- joongbu:566132
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