3 papers
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.optics2025
Primordial Media: the shrouded realm of composite materials
Viktor Podolskiy, Evgenii Narimanov
Electromagnetic composites (metamaterials) recently underwent explosive growth fueled, in part, by advances in nanofabrication. It is commonly believed that as the size of the comp…
physics.optics2025
Primordial Metamaterials
A. Ware, J. LaMountain, R. C. White +4
The electromagnetic response of materials serves as the foundation for a broad range of vital applications, including but not limited to imaging, sensing, as well as classical and…