PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS

Ph.D

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Bibliographic Details
Main Author:	ONG SHI KE
Other Authors:	MECHANICAL ENGINEERING
Format:	Theses and Dissertations
Language:	English
Published:	2022
Subjects:	CFD, Isoporous membrane, Neural network, Monte Carlo simulation, sensitivity analysis, air filtration
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/231564
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-231564
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spelling	sg-nus-scholar.10635-2315642022-09-30T18:01:06Z PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS ONG SHI KE MECHANICAL ENGINEERING Karl Erik Birgersson LOW HONG YEE CFD, Isoporous membrane, Neural network, Monte Carlo simulation, sensitivity analysis, air filtration Ph.D DOCTOR OF PHILOSOPHY (CDE-ENG) 2022-09-30T18:01:06Z 2022-09-30T18:01:06Z 2022-05-06 Thesis ONG SHI KE (2022-05-06). PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/231564 0000-0002-2095-1351 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	CFD, Isoporous membrane, Neural network, Monte Carlo simulation, sensitivity analysis, air filtration
spellingShingle	CFD, Isoporous membrane, Neural network, Monte Carlo simulation, sensitivity analysis, air filtration ONG SHI KE PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS
description	Ph.D
author2	MECHANICAL ENGINEERING
author_facet	MECHANICAL ENGINEERING ONG SHI KE
format	Theses and Dissertations
author	ONG SHI KE
author_sort	ONG SHI KE
title	PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS
title_short	PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS
title_full	PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS
title_fullStr	PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS
title_full_unstemmed	PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS
title_sort	performance prediction of multilayer isoporous membrane through physics-based neural network for air filtration applications
publishDate	2022
url	https://scholarbank.nus.edu.sg/handle/10635/231564
_version_	1745574607820161024

PERFORMANCE PREDICTION OF MULTILAYER ISOPOROUS MEMBRANE THROUGH PHYSICS-BASED NEURAL NETWORK FOR AIR FILTRATION APPLICATIONS

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