Machine Learning | Optics | Photonics Hybrid supervised and reinforcement learning for the design and optimization of nanophotonic structures. April 4, 2024
Nanophotonics | Optical Engineering | Photonics A deep learning method for empirical spectral prediction and inverse design of all-optical nonlinear plasmonic ring resonator switches. March 9, 2024
Microelectronics | Nanophotonics A Comprehensive Review of Bio-Inspired Optimization Algorithms Including Applications in Microelectronics and Nanophotonics. July 28, 2023
Computational Optics | Nanotechnology | Photonics A comprehensiveĀ deep learning methodĀ for empiricalĀ spectral prediction andĀ its quantitative validation of nano-structured dimers. January 20, 2023
Inverse Design | Machine Learning | Nanophotonics Machine Learning in Interpolation and Extrapolation for Nanophotonic Inverse Design. September 28, 2022
Lab-on-chip technology | Photonics | Spectroscopy Design of optical meta-structures with applications to beam engineering using deep learning. November 17, 2020
Deep Learning | Nanophotonics | Nanotechnology Deep learning meets nanophotonics: A generalized accurate predictor for near fields and far fields of arbitrary 3D nanostructures. December 11, 2019
Materials Science | Nanotechnology | Optics A Bidirectional Deep Neural Network for Accurate Silicon Color Design. November 7, 2019
Materials Science | Photonics Smart inverse design of graphene-based photonic metamaterials by an adaptive artificial neural network. May 17, 2019
Bioengineering | Biophotonics | Nanotechnology Metasurface-based molecular biosensing aided by artificial intelligence. April 25, 2019