PIER Journals
PhotonIcs and Electromagnetics Research Symposium, also known as Progress In Electromagnetics Research Symposium
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PIERS —— A global symposium committed to
advancing photonics and electromagnetics for the benefit of humanity.

Machine Learning for Photonics Applications

Session Organizers

Arash Rahimi-Iman
Justus-Liebig-Universität Gießen
Willie John Padilla
Duke University

Session Chairs

Arash Rahimi-Iman
Justus-Liebig-Universität Gießen
Kebin Fan
Nanjing University

Session Information

Submitted Articles

Note: The following submitted articles are not guaranteed to be scheduled in the final program at this stage. The final presentation type and arranged session will be decided by Technical Program Committee.
Note: +: Presenting Author, *: Corresponding Author
Presenting Author Talk Time Paper Title | Authors | Abstract Session Date / Room
13:30

Invited
Advancing the Next Generation of Photonic Systems Using Machine Learning
+*Darko Zibar (Technical University of Denmark)
[View Abstract]
3P_13a
2025-11-08
PM
Room: 13 - 205
13:50

Deep Learning-based Noninvasive Characterization of Optical Micro/Nanofibers
+Xinyi Zhu (Zhejiang University), Arash Rahimi-Iman (Justus-Liebig-Universität Gießen), *Wei Fang (Zhejiang University)
[View Abstract]
3P_13a
2025-11-08
PM
Room: 13 - 205
14:05

Transformer-empowered High-precision Process Control and Monitoring Based on Dielectric Metasurfaces
+*Kebin Fan (Nanjing University)
[View Abstract]
3P_13a
2025-11-08
PM
Room: 13 - 205
14:20

Neural-network-based Optical Temperature Sensing of Semiconductor Membrane External Cavity Laser
Jakob Mannstadt (Justus-Liebig-Universität Gießen), +*Arash Rahimi-Iman (Justus-Liebig-Universität Gießen)
[View Abstract]
3P_13a
2025-11-08
PM
Room: 13 - 205
14:35

Invited
Model-free Training of Optical Neural Networks Based on Semiconductor Lasers
+*Anas Skalli (CNRS & University Bourgogne Franche-Comté), ***, ***, ***, ***, Stephan Reitzenstein (Technische Universität Berlin), ***, Tomasz Czyszanowski (Lodz University of Technology), Daniel Brunner (CNRS & University Bourgogne Franche-Comté)
[View Abstract]
3P_13a
2025-11-08
PM
Room: 13 - 205
15:40Coffee Break

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