Alex Hamrick

most citedMachine Learning enables Ultra-Compact Integrated Photonics through Silicon-Nanopattern Digital Metamaterials

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physics.app-ph2020

Machine Learning enables Design of On-chip Integrated Silicon T-junctions with footprint of 1.2 $μ$ m x 1.2 $μ$ m

Sourangsu Banerji, Apratim Majumder, Alex Hamrick +2

To date, various optimization algorithms have been employed to design and improve the performance of nanophotonic structures. Here, we propose to utilize a machine-learning algorit…

Machine Learning enables Design of On-chip Integrated Silicon T-junctions with footprint of 1.2 μm x 1.2 μm

Machine Learning enables Design of On-chip Integrated Silicon T-junctions with footprint of 1.2 $μ$ m x 1.2 $μ$ m