Machine learning driven inverse design of devices and components for optical communication and sensing systems: a comprehensive review

Md Moinul Islam Khan; Md Hosne Mobarok Shamim; Abdullah Nafis Khan; Md Saifuddin Faruk; Mudassir Masood; Mohammed Zahed Mustafa Khan

doi:10.1117/1.apn.5.1.014002

Machine learning driven inverse design of devices and components for optical communication and sensing systems: a comprehensive review

Md Moinul Islam Khan
, Md Hosne Mobarok Shamim
, Abdullah Nafis Khan
, Md Saifuddin Faruk
, Mudassir Masood
, Mohammed Zahed Mustafa Khan

School of Computer Science & Engineering

McGill University, Montreal
King Fahd University of Petroleum and Minerals
Anglia Ruskin University

Research output: Contribution to journal › Article › peer-review

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Original language	English
Article number	014002
Journal	Advanced Photonics Nexus
Volume	5
Issue number	1
DOIs	https://doi.org/10.1117/1.apn.5.1.014002
Publication status	Published - 2 Feb 2026

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10.1117/1.apn.5.1.014002Licence: CC BY

014002_1Final published version, 10.6 MBLicence: CC BY

Cite this

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AU - Shamim, Md Hosne Mobarok

AU - Khan, Abdullah Nafis

AU - Faruk, Md Saifuddin

AU - Masood, Mudassir

AU - Khan, Mohammed Zahed Mustafa

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