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

Saved in:
Bibliographic Details
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
Description
ISSN:2516-0230
DOI:10.1039/d5na00550g