Lars E. Kruse

According to our database, Lars E. Kruse authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Experimental investigation of machine-learning-based soft-failure management using the optical spectrum.

Lars E. Kruse, Sebastian Kühl, Annika Dochhan, Stephan Pachnicke

J. Opt. Commun. Netw., February, 2024

Machine Learning based Reliability Assurance in Optical Networks / Lars Eike Kruse ; Gutachter: Carmen Mas Machuca ; Betreuer: Stephan Pachnicke.

Lars E. Kruse

PhD thesis, 2024

Monitoring Data Augmentation of Spectral Information using VAE and GAN for Soft-Failure Identification.

Lars E. Kruse, Sebastian Kühl, Annika Dochhan, Stephan Pachnicke

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Comparison of Passive Photonic Reservoir Computing Architectures for Signal Equalization of Future Generation Intra-DCN and Mobile Fronthaul Systems.

Sebastian Kühl, Lars E. Kruse, Stephan Pachnicke

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

2023

Joint QoT Estimation and Soft-Failure Localization using Variational Autoencoder.

Lars E. Kruse, Stephan Pachnicke

Proceedings of the International Conference on Optical Network Design and Modeling, 2023

2022

Exact component parameter agnostic QoT estimation using spectral data-driven LSTM in optical networks.

Lars E. Kruse, Sebastian Kühl, Stephan Pachnicke

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022