Nano@Tech Fall 2022 Series | Integrated Photonics
Featuring Stephen Ralph | School of Electrical and Computer Engineering at Georgia Tech
Abstract: Large-scale photonics integration provides a promising platform for high-density, high-bandwidth interferometric chip sets. These heterogenous systems are essential for next-generation telecommunications, neuromorphic computing, quantum information processing and sensing. Achieving integration densities equivalent to integrated electronics, incorporating vast networks of thousands or millions of sophisticated photonic devices, requires design and simulation software tools that harness the full capabilities of photonics while ensuring manufacturability, efficient heterogeneous packaging, and the ability to effectively test integrated systems.
This talk will review recent advances in machine learning techniques, including inverse design and performance monitoring, that address a wide range of practical high-capacity photonics design challenges, incorporating manufacturing constraints, user defined performance goals while ensuring end to end performance.
Bio: Stephen E. Ralph is a professor in the School of Electrical and Computer Engineering at Georgia Tech. He holds the Glen Robinson Chair in Electro-optics and has a joint appointment at the Georgia Tech Research Institute. He received his B.E.E. in electrical engineering from Georgia Tech and a Ph.D. in electrical engineering from Cornell University.
Ralph is director of the Georgia Electronic Design Center, a multi-disciplinary center within Georgia Tech focused on high-speed electronic and photonic circuits and systems with a strong commitment to industry collaborations. He also leads an NSF supported Industry-University Cooperative Research Center Program (IUCRC) focused on Electronic and Photonic Integrated Circuits for Aerospace (EPICA) with more than 20 industrial members.
He has published more than 350 peer-reviewed papers in journals and conference proceedings and holds 15 patents in the fields of photonic devices, communications, and signal processing. Georgia Tech has licensed multiple inventions to his research sponsors. His team has established many records in high-capacity fiber links and made innovative advances in machine learning applied to photonics systems including the development of integrated photonic design tools known as Topology Optimization. Applications include wideband optical signal processing, optical interconnects, optical performance monitoring, component and system optimization, microwave photonics and quantum communications.
Ralph currently serves on the OFC conference committee, is a current member of the emerging technologies committee of the IEEE Photonics Society and serves as the Society’s Treasurer. He is a Fellow of Optica (formerly OSA).