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Beyond application-specific design: a generalized deep learning framework for optical property prediction in TiO2/GaN nanophotonic metasurfaces.

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Title: Beyond application-specific design: a generalized deep learning framework for optical property prediction in TiO2/GaN nanophotonic metasurfaces.
Authors: Anwar A; Department of Electrical and Electronic Engineering (EEE), University of Dhaka (DU) Dhaka 1000 Bangladesh khaleda.eee@du.ac.bd., Tasin SM; Department of Electrical and Electronic Engineering (EEE), University of Dhaka (DU) Dhaka 1000 Bangladesh khaleda.eee@du.ac.bd.; Department of Mechanical and Aerospace Engineering, University of Central Florida Orlando Florida 32816 USA., Bhuiyan MA; Department of Physics, University of Dhaka Dhaka 1000 Bangladesh., Yeachin N; Department of Physics, University of Dhaka Dhaka 1000 Bangladesh.; School of Physics, Applied Physics and Astronomy, Rensselaer Polytechnic Institute Troy NY 12180 USA., Islam S; Department of Electrical and Electronic Engineering (EEE), University of Dhaka (DU) Dhaka 1000 Bangladesh khaleda.eee@du.ac.bd., Ali K; Department of Electrical and Electronic Engineering (EEE), University of Dhaka (DU) Dhaka 1000 Bangladesh khaleda.eee@du.ac.bd.
Source: Nanoscale advances [Nanoscale Adv] 2025 Aug 06; Vol. 7 (19), pp. 6196-6204. Date of Electronic Publication: 2025 Aug 06 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Royal Society of Chemistry Country of Publication: England NLM ID: 101738708 Publication Model: eCollection Cited Medium: Internet ISSN: 2516-0230 (Electronic) Linking ISSN: 25160230 NLM ISO Abbreviation: Nanoscale Adv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Beyond application-specific design: a generalized deep learning framework for optical property prediction in TiO<subscript>2</subscript>/GaN nanophotonic metasurfaces.
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  Data: <searchLink fieldCode="AU" term="%22Anwar+A%22">Anwar A</searchLink>; Department of Electrical and Electronic Engineering (EEE), University of Dhaka (DU) Dhaka 1000 Bangladesh khaleda.eee@du.ac.bd.<br /><searchLink fieldCode="AU" term="%22Tasin+SM%22">Tasin SM</searchLink>; Department of Electrical and Electronic Engineering (EEE), University of Dhaka (DU) Dhaka 1000 Bangladesh khaleda.eee@du.ac.bd.; Department of Mechanical and Aerospace Engineering, University of Central Florida Orlando Florida 32816 USA.<br /><searchLink fieldCode="AU" term="%22Bhuiyan+MA%22">Bhuiyan MA</searchLink>; Department of Physics, University of Dhaka Dhaka 1000 Bangladesh.<br /><searchLink fieldCode="AU" term="%22Yeachin+N%22">Yeachin N</searchLink>; Department of Physics, University of Dhaka Dhaka 1000 Bangladesh.; School of Physics, Applied Physics and Astronomy, Rensselaer Polytechnic Institute Troy NY 12180 USA.<br /><searchLink fieldCode="AU" term="%22Islam+S%22">Islam S</searchLink>; Department of Electrical and Electronic Engineering (EEE), University of Dhaka (DU) Dhaka 1000 Bangladesh khaleda.eee@du.ac.bd.<br /><searchLink fieldCode="AU" term="%22Ali+K%22">Ali K</searchLink>; Department of Electrical and Electronic Engineering (EEE), University of Dhaka (DU) Dhaka 1000 Bangladesh khaleda.eee@du.ac.bd.
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  Data: <searchLink fieldCode="JN" term="%22101738708%22">Nanoscale advances</searchLink> [Nanoscale Adv] 2025 Aug 06; Vol. 7 (19), pp. 6196-6204. <i>Date of Electronic Publication: </i>2025 Aug 06 (<i>Print Publication: </i>2025).
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        Value: 10.1039/d5na00550g
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      – TitleFull: Beyond application-specific design: a generalized deep learning framework for optical property prediction in TiO2/GaN nanophotonic metasurfaces.
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              Text: 2025 Aug 06
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