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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.
- 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
- 로그인을 한후 보실 수 있는 자료입니다.
- Control Number
- joongbu:654114
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