A Natural Language Processing and Deep Learning based Model for Automated Vehicle Diagnostics using Free-Text Customer Service Reports

no code implementations • 29 Nov 2021 • Ali Khodadadi, Soroush Ghandiparsi, Chen-Nee Chuah

In recent years, numerous studies have investigated data-driven approaches to improve the vehicle diagnostics process using available vehicle data.

Fault Detection Specificity +1

Maximizing absorption in photon trapping ultra-fast silicon photodetectors

no code implementations • 22 Dec 2020 • Cesar Bartolo-Perez, Wayesh Qarony, Soroush Ghandiparsi, Ahmed S. Mayet, Ahasan Ahamed, Hilal Cansizoglu, Yang Gao, Ekaterina Ponizovskaya Devine, Toshishige Yamada, Aly F Elrefaie, Shih-Yuan Wang, M. Saif Islam

Photon trapping structures address this trade-off by enhancing the light-matter interactions, but maximizing their performance remains a challenge due to a multitude of factors influencing their design and fabrication.

Optics Applied Physics