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Inverse and Forward Problems of Statistical Mechanics: Classical and Quantum Systems.
Inverse and Forward Problems of Statistical Mechanics: Classical and Quantum Systems.
Contents Info
Inverse and Forward Problems of Statistical Mechanics: Classical and Quantum Systems.
Material Type  
 학위논문
 
0017164019
Date and Time of Latest Transaction  
20250211152822
ISBN  
9798384463771
DDC  
540
Author  
Wang, Haina.
Title/Author  
Inverse and Forward Problems of Statistical Mechanics: Classical and Quantum Systems.
Publish Info  
[S.l.] : Princeton University., 2024
Publish Info  
Ann Arbor : ProQuest Dissertations & Theses, 2024
Material Info  
416 p.
General Note  
Source: Dissertations Abstracts International, Volume: 86-04, Section: B.
General Note  
Advisor: Torquato, Salvatore.
학위논문주기  
Thesis (Ph.D.)--Princeton University, 2024.
Abstracts/Etc  
요약Statistical mechanics connects the microscopic properties of systems of interacting entities (e.g., particles and spins) to their macroscopic properties. The "forward" approach of statistical mechanics aims to determine thermodynamics and kinetic features of a system with known interactions. In the "inverse" approach, one attempts to determine the interactions or configurations that realize a desired "target" microstructure descriptor.For the inverse problems, we first introduce sensitivity metrics that measure the variation in pair statistics associated with any given variation in the corresponding pair potentials. We identify illustrative cases in which distinctly different potential functions give very similar pair statistics, demonstrating the need for more precise inverse techniques. Motivated by this and other challenges, we introduce a new methodology that yields much more precise interactions than previous procedures and is able to treat challenging nonequilibrium pair statistics as well as exotic "hyperuniform" states. This methodology enables one to study nontrivial attributes of systems equilibrated under the optimized effective potentials. We also use the methodology to tackle the realizability problem of pair statistics and identify precise density ranges on which the unit-step function g2 is realizable. Furthermore, we determine classical states that mimic pair statistics of quantum fermi gases, which could facilitate quantum-mechanical simulations. Finally, we study the structural degeneracy problem of whether one can "hear the shape of a crystal", i.e., whether a crystal is uniquely determined, up to isometry, by its radial distribution function. The identification of isospectral crystals enables one to study the degeneracy of the ground-state manifold.
Subject Added Entry-Topical Term  
Chemistry.
Subject Added Entry-Topical Term  
Statistics.
Subject Added Entry-Topical Term  
Mechanics.
Index Term-Uncontrolled  
Statistical mechanics
Index Term-Uncontrolled  
Quantum fermi gases
Index Term-Uncontrolled  
Quantum-mechanical simulations
Added Entry-Corporate Name  
Princeton University Chemistry
Host Item Entry  
Dissertations Abstracts International. 86-04B.
Electronic Location and Access  
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Control Number  
joongbu:654114
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