Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films

10.1039/d2dd00149g

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Main Authors:	Tian, Siyu Isaac Parker, Ren, Zekun, Venkataraj, Selvaraj, Cheng, Yuanhang, Bash, Daniil, Oviedo, Felipe, Jayavelu, Senthilnath, Chellappan, Vijila, Lim, Yee-Fun, Aberle, Armin Gerhard, MacLeod, Benjamin P, Parlane, Fraser GL, Berlinguette, Curtis P, Li, Qianxiao, Buonassisi, Tonio, Liu, Zhe
Other Authors:	SOLAR ENERGY RESEARCH INST OF S'PORE
Format:	Article
Published:	Royal Society of Chemistry (RSC) 2023
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/243541
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-243541
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spelling	sg-nus-scholar.10635-2435412024-04-17T03:01:59Z Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films Tian, Siyu Isaac Parker Ren, Zekun Venkataraj, Selvaraj Cheng, Yuanhang Bash, Daniil Oviedo, Felipe Jayavelu, Senthilnath Chellappan, Vijila Lim, Yee-Fun Aberle, Armin Gerhard MacLeod, Benjamin P Parlane, Fraser GL Berlinguette, Curtis P Li, Qianxiao Buonassisi, Tonio Liu, Zhe SOLAR ENERGY RESEARCH INST OF S'PORE MATHEMATICS MATERIALS SCIENCE AND ENGINEERING MECHANICAL ENGINEERING 10.1039/d2dd00149g Digital Discovery 2023-07-26T09:27:54Z 2023-07-26T09:27:54Z 2023-07-13 2023-07-25T08:17:59Z Article Tian, Siyu Isaac Parker, Ren, Zekun, Venkataraj, Selvaraj, Cheng, Yuanhang, Bash, Daniil, Oviedo, Felipe, Jayavelu, Senthilnath, Chellappan, Vijila, Lim, Yee-Fun, Aberle, Armin Gerhard, MacLeod, Benjamin P, Parlane, Fraser GL, Berlinguette, Curtis P, Li, Qianxiao, Buonassisi, Tonio, Liu, Zhe (2023-07-13). Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films. Digital Discovery. ScholarBank@NUS Repository. https://doi.org/10.1039/d2dd00149g 2635-098X https://scholarbank.nus.edu.sg/handle/10635/243541 Royal Society of Chemistry (RSC) Elements
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
description	10.1039/d2dd00149g
author2	SOLAR ENERGY RESEARCH INST OF S'PORE
author_facet	SOLAR ENERGY RESEARCH INST OF S'PORE Tian, Siyu Isaac Parker Ren, Zekun Venkataraj, Selvaraj Cheng, Yuanhang Bash, Daniil Oviedo, Felipe Jayavelu, Senthilnath Chellappan, Vijila Lim, Yee-Fun Aberle, Armin Gerhard MacLeod, Benjamin P Parlane, Fraser GL Berlinguette, Curtis P Li, Qianxiao Buonassisi, Tonio Liu, Zhe
format	Article
author	Tian, Siyu Isaac Parker Ren, Zekun Venkataraj, Selvaraj Cheng, Yuanhang Bash, Daniil Oviedo, Felipe Jayavelu, Senthilnath Chellappan, Vijila Lim, Yee-Fun Aberle, Armin Gerhard MacLeod, Benjamin P Parlane, Fraser GL Berlinguette, Curtis P Li, Qianxiao Buonassisi, Tonio Liu, Zhe
spellingShingle	Tian, Siyu Isaac Parker Ren, Zekun Venkataraj, Selvaraj Cheng, Yuanhang Bash, Daniil Oviedo, Felipe Jayavelu, Senthilnath Chellappan, Vijila Lim, Yee-Fun Aberle, Armin Gerhard MacLeod, Benjamin P Parlane, Fraser GL Berlinguette, Curtis P Li, Qianxiao Buonassisi, Tonio Liu, Zhe Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films
author_sort	Tian, Siyu Isaac Parker
title	Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films
title_short	Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films
title_full	Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films
title_fullStr	Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films
title_full_unstemmed	Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films
title_sort	tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films
publisher	Royal Society of Chemistry (RSC)
publishDate	2023
url	https://scholarbank.nus.edu.sg/handle/10635/243541
_version_	1800915922880299008

Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films

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