Dissertation/Thesis Abstract

Advancements in Quantum Statistical Mechanics: Modeling Hydrogen Diffusion in sII Clathrate Hydrates
by Cendagorta, Joseph R., Ph.D., New York University, 2020, 254; 28088352
Abstract (Summary)

Hydrogen clathrates have garnered increased interest as economically safe materials for hydrogen storage, but understanding the gas diffusion process continues to be unresolved. This is attributed to limited experimental evidence elucidating cage occupancy, insufficient descriptions of the molecular interactions, and conflicting theoretical evidence for rates of diffusion. Given the encapsulation of hydrogen gas in confined cages coupled with the low temperatures needed to study the frameworks, a quantum description of the molecules is required.

In this thesis, a fully quantum statistical-mechanical study of hydrogen gas diffusion in the structure type II (sII) clathrate hydrate is presented using molecular simulation. To address many of the above concerns, this dissertation details new techniques in quantum statistical mechanics. The complex molecular environment is described by a machine-learned potential energy surface based on high-level quantum calculations. Quantum rate theory, using exact quantum statistics and approximate quantum dynamics, is applied in calculating diffusion rates. Finally, chemical potentials and free energy barriers of varying cage occupancies are determined using enhanced sampling path integral methodologies.

Indexing (document details)
Advisor: Tuckerman, Mark E., Bacic, Zlatko
Commitee: Zhang, Yingkai, Jerschow, Alexej, Hartman, Ryan
School: New York University
Department: Chemistry
School Location: United States -- New York
Source: DAI-B 82/5(E), Dissertation Abstracts International
Source Type: DISSERTATION
Subjects: Chemistry, Quantum physics, Hydrologic sciences, Artificial intelligence, Molecular physics, Energy, Low Temperature Physics, Materials science
Keywords: Clathrate hydrates, Hydrogen diffusion, Machine learning, Molecular simulation, Quantum statistical Mechanics, Hydrogen clathrates , Hydrogen storage
Publication Number: 28088352
ISBN: 9798691232244
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