INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS

Ph.D

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Bibliographic Details
Main Author:	LIAO YANGTIANCHUN
Other Authors:	MECHANICAL ENGINEERING
Format:	Theses and Dissertations
Language:	English
Published:	2024
Subjects:	Physics informed neural networks, Neural networks, airfoil optimization, air data sensing, tail-sitter UAVs
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/247630
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-247630
record_format	dspace
spelling	sg-nus-scholar.10635-2476302024-03-31T18:00:28Z INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS LIAO YANGTIANCHUN MECHANICAL ENGINEERING Boo Cheong Khoo SHAN XIAOWEN Physics informed neural networks, Neural networks, airfoil optimization, air data sensing, tail-sitter UAVs Ph.D DOCTOR OF PHILOSOPHY (CDE-ENG) 2024-03-31T18:00:28Z 2024-03-31T18:00:28Z 2023-08-22 Thesis LIAO YANGTIANCHUN (2023-08-22). INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/247630 0000-0001-6413-5869 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Physics informed neural networks, Neural networks, airfoil optimization, air data sensing, tail-sitter UAVs
spellingShingle	Physics informed neural networks, Neural networks, airfoil optimization, air data sensing, tail-sitter UAVs LIAO YANGTIANCHUN INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS
description	Ph.D
author2	MECHANICAL ENGINEERING
author_facet	MECHANICAL ENGINEERING LIAO YANGTIANCHUN
format	Theses and Dissertations
author	LIAO YANGTIANCHUN
author_sort	LIAO YANGTIANCHUN
title	INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS
title_short	INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS
title_full	INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS
title_fullStr	INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS
title_full_unstemmed	INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS
title_sort	integration of physics-informed approaches with machine learning techniques for aerodynamics
publishDate	2024
url	https://scholarbank.nus.edu.sg/handle/10635/247630
_version_	1795302064532750336

INTEGRATION OF PHYSICS-INFORMED APPROACHES WITH MACHINE LEARNING TECHNIQUES FOR AERODYNAMICS

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