Identification of Soft Failures in Optical Links using Low Complexity Anomaly Detection. - Siddharth Varughese; Daniel Lippiatt; Thomas Richter 004; Sorin Tibuleac; Stephen E. Ralph (OFC, 2019)

Convolutional Recurrent Machine Learning for OSNR and Launch Power Estimation: A Critical Assessment. - Hyung Joon Cho; Siddharth Varughese; Daniel Lippiatt; Stephen E. Ralph (OFC, 2020)

Joint Linear and Nonlinear Noise Estimation of Optical Links by Exploiting Carrier Phase Recovery. - Daniel Lippiatt; Siddharth Varughese; Thomas Richter 004; Sorin Tibuleac; Stephen E. Ralph (OFC, 2020)

Low Complexity Soft Failure Detection and Identification in Optical Links using Adaptive Filter Coefficients. - Siddharth Varughese; Daniel Lippiatt; Thomas Richter 004; Sorin Tibuleac; Stephen E. Ralph (OFC, 2020)

Impairment Identification for PAM-4 Transceivers and Links Using Machine Learning. - Daniel Lippiatt; Alirio Melgar; Varghese A. Thomas; Siddharth Varughese; Pavel Zivny; Shane A. Hazzard; Stephen E. Ralph (OFC, 2021)

Optical Performance Monitoring for Commercial Transceivers using Constellations: Practical Considerations. - Daniel Lippiatt; Hyung Joon Cho; Alex Kaylor; Varghese A. Thomas; Steven Searcy; Thomas Richter 004; Sorin Tibuleac; Stephen E. Ralph (OFC, 2022)

Analysis of Optical Subsystems and Links using Statistical and Machine Learning Methods. - Daniel Lippiatt (2024)