Lars E. Kruse

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Failure Prediction

Atmospheric Turbulence

Optical Networks

Top Venues

J. Opt. Commun. Netw.

Publications

Lars E. Kruse, Sebastian Kühl, Annika Dochhan, Stephan Pachnicke
Monitoring Data Augmentation of Spectral Information using VAE and GAN for Soft-Failure Identification. OFC (2024)
Lars E. Kruse, Sebastian Kühl, Annika Dochhan, Stephan Pachnicke
Experimental investigation of machine-learning-based soft-failure management using the optical spectrum. J. Opt. Commun. Netw. 16 (2) (2024)
Lars E. Kruse, Sebastian Kühl, Annika Dochhan, Stephan Pachnicke
Experimental Investigation of Machine Learning based Soft-Failure Management using the Optical Spectrum. CoRR (2023)
Lars E. Kruse, Stephan Pachnicke
Joint QoT Estimation and Soft-Failure Localization using Variational Autoencoder. ONDM (2023)
Lars E. Kruse, Sebastian Kühl, Stephan Pachnicke
Exact component parameter agnostic QoT estimation using spectral data-driven LSTM in optical networks. OFC (2022)