PIERS —— A global symposium committed to
advancing photonics and electromagnetics for the benefit of humanity.
It is now recognized that artificial intelligence, as an emerging tool, has revolutionized nanophotonic and metamaterials. In order to create devices that control light-matter interactions in nanophotonic and metamaterials, computationally intensive designs and optimizations are needed. In the context of the inverse design problem, it is even more challenging to identify the optimal structure that will provide the desired optical performance. For instance, it has been reported that AI enables 100000 orders of magnitude decrease in computational time when compared to finite-difference time-domain simulations used in conventional design workflows. In this session, we aim to bring together experts in AI-driven nanophotonic and metamaterial design to discuss the recent developments and the challenges ahead in this exciting field of research.
| Presenting Author | Talk Time | Paper Title | Authors | Abstract | Session Date / Room |
|---|---|---|---|
|
16:00 Onsite |
Topology for the Classification and Design of Disordered Metasurfaces [View Abstract] |
3P1b 2023-07-05 PM Room: 1 - Club E |
|
|
16:15 Onsite |
Feature-based Inverse Modeling of Nanophotonic Devices [View Abstract] |
3P1b 2023-07-05 PM Room: 1 - Club E |
|
16:30 Onsite |
AI-driven Design of Ultra-stretchable Metamaterial [View Abstract] |
3P1b 2023-07-05 PM Room: 1 - Club E |
|
16:45 Onsite |
High-baudrate SiP and InP Modulators for Future Artificial Intelligence Photonic-assisted Hardware [View Abstract] |
3P1b 2023-07-05 PM Room: 1 - Club E |
|
17:00 Onsite |
Deep Learning Enabled Inverse Design of Multi-functional Metasurfaces [View Abstract] |
3P1b 2023-07-05 PM Room: 1 - Club E |
|
17:15 Onsite |
Routing, Switching and Computing Using Electromagnetic Waves [View Abstract] |
3P1b 2023-07-05 PM Room: 1 - Club E |
|
17:30 Onsite |
Optical Metasurface Design via Machine Learning and Genetic Algorithm [View Abstract] |
3P1b 2023-07-05 PM Room: 1 - Club E |
|
17:45 Onsite |
Waves for AI: From ELM and RC to Deep Neural Networks [View Abstract] |
3P1b 2023-07-05 PM Room: 1 - Club E |
Inquiry about paper submission, registration, and program schedule, please email to:
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