DATA-DRIVEN ANALYSIS ON THE CONTACT RESONANCE FREQUENCY IN THE STRAIN-BASED SPM

Ph.D

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Main Author: LIU YUE
Other Authors: MECHANICAL ENGINEERING
Format: Theses and Dissertations
Language:English
Published: 2023
Subjects:
Online Access:https://scholarbank.nus.edu.sg/handle/10635/246233
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Institution: National University of Singapore
Language: English
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spelling sg-nus-scholar.10635-2462332024-10-25T12:44:42Z DATA-DRIVEN ANALYSIS ON THE CONTACT RESONANCE FREQUENCY IN THE STRAIN-BASED SPM LIU YUE MECHANICAL ENGINEERING Kaiyang Zeng scanning probe microscopy, data-driven analysis, ferroelectric materials, piezoresponse force microscopy, machine learning, polarization switching Ph.D DOCTOR OF PHILOSOPHY (CDE-ENG) 2023-11-30T18:00:22Z 2023-11-30T18:00:22Z 2021-08-11 Thesis LIU YUE (2021-08-11). DATA-DRIVEN ANALYSIS ON THE CONTACT RESONANCE FREQUENCY IN THE STRAIN-BASED SPM. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/246233 0000-0001-8802-221X en
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
language English
topic scanning probe microscopy, data-driven analysis, ferroelectric materials, piezoresponse force microscopy, machine learning, polarization switching
spellingShingle scanning probe microscopy, data-driven analysis, ferroelectric materials, piezoresponse force microscopy, machine learning, polarization switching
LIU YUE
DATA-DRIVEN ANALYSIS ON THE CONTACT RESONANCE FREQUENCY IN THE STRAIN-BASED SPM
description Ph.D
author2 MECHANICAL ENGINEERING
author_facet MECHANICAL ENGINEERING
LIU YUE
format Theses and Dissertations
author LIU YUE
author_sort LIU YUE
title DATA-DRIVEN ANALYSIS ON THE CONTACT RESONANCE FREQUENCY IN THE STRAIN-BASED SPM
title_short DATA-DRIVEN ANALYSIS ON THE CONTACT RESONANCE FREQUENCY IN THE STRAIN-BASED SPM
title_full DATA-DRIVEN ANALYSIS ON THE CONTACT RESONANCE FREQUENCY IN THE STRAIN-BASED SPM
title_fullStr DATA-DRIVEN ANALYSIS ON THE CONTACT RESONANCE FREQUENCY IN THE STRAIN-BASED SPM
title_full_unstemmed DATA-DRIVEN ANALYSIS ON THE CONTACT RESONANCE FREQUENCY IN THE STRAIN-BASED SPM
title_sort data-driven analysis on the contact resonance frequency in the strain-based spm
publishDate 2023
url https://scholarbank.nus.edu.sg/handle/10635/246233
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