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Taming the Sign Problem in Lattice Field Theory with Deformed Path Integral Contours
ข้อมูลเนื้อหา
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  
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Control Number  
joongbu:566132
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