DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS

Ph.D

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Bibliographic Details
Main Author:	MAAZ AHMAD
Other Authors:	CHEMICAL & BIOMOLECULAR ENGINEERING
Format:	Theses and Dissertations
Language:	English
Published:	2023
Subjects:	modeling, optimization, surrogate models, machine learning, surrogate selection
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/244787
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Institution:	National University of Singapore
Language:	English

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spelling	sg-nus-scholar.10635-2447872023-08-31T18:00:43Z DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS MAAZ AHMAD CHEMICAL & BIOMOLECULAR ENGINEERING Iftekhar A Karimi modeling, optimization, surrogate models, machine learning, surrogate selection Ph.D DOCTOR OF PHILOSOPHY (CDE-ENG) 2023-08-31T18:00:43Z 2023-08-31T18:00:43Z 2023-01-25 Thesis MAAZ AHMAD (2023-01-25). DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/244787 0009-0003-7623-0064 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	modeling, optimization, surrogate models, machine learning, surrogate selection
spellingShingle	modeling, optimization, surrogate models, machine learning, surrogate selection MAAZ AHMAD DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS
description	Ph.D
author2	CHEMICAL & BIOMOLECULAR ENGINEERING
author_facet	CHEMICAL & BIOMOLECULAR ENGINEERING MAAZ AHMAD
format	Theses and Dissertations
author	MAAZ AHMAD
author_sort	MAAZ AHMAD
title	DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS
title_short	DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS
title_full	DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS
title_fullStr	DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS
title_full_unstemmed	DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS
title_sort	data-driven surrogate selection and modeling to aid optimization of complex systems
publishDate	2023
url	https://scholarbank.nus.edu.sg/handle/10635/244787
_version_	1779156199658225664

DATA-DRIVEN SURROGATE SELECTION AND MODELING TO AID OPTIMIZATION OF COMPLEX SYSTEMS

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