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physics.optics2025
Physics-guided hierarchical neural networks for Maxwell's equations in plasmonic metamaterials
Sean Lynch, Jacob LaMountain, Bo Fan +5
While machine learning (ML) has found multiple applications in photonics, traditional "black box" ML models typically require prohibitively large training data sets. Generation of…
physics.optics2024
Plasmonic Metal Oxide Nanocrystals as Building Blocks for Infrared Metasurfaces
Woo Je Chang, Allison M. Green, Zarko Sakotic +3
Based on experimental and simulation methods we helped develop, we are advancing mechanistic understanding of how self-assembled NC metamaterials can produce distinctive near- and…
physics.optics2023
Perfect Absorption at the Ultimate Thickness Limit in Planar Films
Zarko Sakotic, Alexander Ware, Michelle Povinelli +1
Reducing device volume is one of the key requirements for advanced nanophotonic technologies, however this demand is often at odds with designing highly absorbing elements which us…