Sebastian Kühl

According to our database, Sebastian Kühl authored at least 10 papers between 2017 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

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

Ring-Cascaded Sequential Micro-Ring Resonators Array as a Photonic Reservoir for Signal Equalization in Intra-Data Center Networks.

Mohammad Seifi Laleh, Sebastian Kühl, Silas Oettinghaus, Annika Dochhan, Stephan Pachnicke

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

Transfer Learning for Handover Prediction in 5G Maritime Vehicular Networks.

Alexandr Langolf, Sebastian Kühl, Stephan Pachnicke

Proceedings of the 19th International Symposium on Wireless Communication Systems, 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

2020

A Reinforcement Learning Framework for Parameter Optimization in Elastic Optical Networks.

Rebekka Weixer, Sebastian Kühl, Rui Manuel Morais, Bernhard Spinnler, Wolfgang Schairer, Bernd Sommerkorn-Krombholz, Stephan Pachnicke

Proceedings of the European Conference on Optical Communications, 2020

Neural Networks based Equalization of Experimental Transmission using the Nonlinear Fourier Transformation.

Jonas Koch, Ken Chan, Sebastian Kühl, Christian G. Schaeffer, Stephan Pachnicke

Proceedings of the European Conference on Optical Communications, 2020

2017

Solving Graph Optimization Problems in a Framework for Monte-Carlo Search.

Stefan Edelkamp, Eike Externest, Sebastian Kühl, Sabine Kuske

Proceedings of the Tenth International Symposium on Combinatorial Search, 2017

Bremen Big Data Challenge 2017: Predicting University Cafeteria Load.

Jochen Weiner, Lorenz Diener, Simon Stelter, Eike Externest, Sebastian Kühl, Christian Herff, Felix Putze, Timo Schulze, Mazen Salous, Hui Liu, Dennis Küster, Tanja Schultz

Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017