KOOPMAN-BASED METHODS AND OPTIMALLY TIME-DEPENDENT MODES FOR THE DATA-DRIVEN ANALYSIS OF EXTREME EVENTS

Master's

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Main Author: MATHIEU PEEL
Other Authors: MECHANICAL ENGINEERING
Format: Theses and Dissertations
Language:English
Published: 2024
Subjects:
Online Access:https://scholarbank.nus.edu.sg/handle/10635/248178
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Institution: National University of Singapore
Language: English
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spelling sg-nus-scholar.10635-2481782024-04-30T18:01:22Z KOOPMAN-BASED METHODS AND OPTIMALLY TIME-DEPENDENT MODES FOR THE DATA-DRIVEN ANALYSIS OF EXTREME EVENTS MATHIEU PEEL MECHANICAL ENGINEERING Gianmarco Mengaldo dynamical mode decomposition, optimally time-dependent modes, extreme events, data-driven modelisation of dynamical systems Master's MASTER OF ENGINEERING (CDE) 2024-04-30T18:01:22Z 2024-04-30T18:01:22Z 2024-01-25 Thesis MATHIEU PEEL (2024-01-25). KOOPMAN-BASED METHODS AND OPTIMALLY TIME-DEPENDENT MODES FOR THE DATA-DRIVEN ANALYSIS OF EXTREME EVENTS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/248178 0000-0002-3166-2571 en
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
language English
topic dynamical mode decomposition, optimally time-dependent modes, extreme events, data-driven modelisation of dynamical systems
spellingShingle dynamical mode decomposition, optimally time-dependent modes, extreme events, data-driven modelisation of dynamical systems
MATHIEU PEEL
KOOPMAN-BASED METHODS AND OPTIMALLY TIME-DEPENDENT MODES FOR THE DATA-DRIVEN ANALYSIS OF EXTREME EVENTS
description Master's
author2 MECHANICAL ENGINEERING
author_facet MECHANICAL ENGINEERING
MATHIEU PEEL
format Theses and Dissertations
author MATHIEU PEEL
author_sort MATHIEU PEEL
title KOOPMAN-BASED METHODS AND OPTIMALLY TIME-DEPENDENT MODES FOR THE DATA-DRIVEN ANALYSIS OF EXTREME EVENTS
title_short KOOPMAN-BASED METHODS AND OPTIMALLY TIME-DEPENDENT MODES FOR THE DATA-DRIVEN ANALYSIS OF EXTREME EVENTS
title_full KOOPMAN-BASED METHODS AND OPTIMALLY TIME-DEPENDENT MODES FOR THE DATA-DRIVEN ANALYSIS OF EXTREME EVENTS
title_fullStr KOOPMAN-BASED METHODS AND OPTIMALLY TIME-DEPENDENT MODES FOR THE DATA-DRIVEN ANALYSIS OF EXTREME EVENTS
title_full_unstemmed KOOPMAN-BASED METHODS AND OPTIMALLY TIME-DEPENDENT MODES FOR THE DATA-DRIVEN ANALYSIS OF EXTREME EVENTS
title_sort koopman-based methods and optimally time-dependent modes for the data-driven analysis of extreme events
publishDate 2024
url https://scholarbank.nus.edu.sg/handle/10635/248178
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