Sebastian Kühl

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Atmospheric Turbulence

Fourier Transformation

Reinforcement Learning

Top Venues

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, Sebastian Kühl, Stephan Pachnicke
Exact component parameter agnostic QoT estimation using spectral data-driven LSTM in optical networks. OFC (2022)
Jonas Koch, Ken Chan, Sebastian Kühl, Christian G. Schaeffer, Stephan Pachnicke
Neural Networks based Equalization of Experimental Transmission using the Nonlinear Fourier Transformation. ECOC (2020)
Rebekka Weixer, Sebastian Kühl, Rui Manuel Morais, Bernhard Spinnler, Wolfgang Schairer, Bernd Sommerkorn-Krombholz, Stephan Pachnicke
A Reinforcement Learning Framework for Parameter Optimization in Elastic Optical Networks. ECOC (2020)
Jochen Weiner, Lorenz Diener, Simon Stelter, Eike Externest, Sebastian Kühl, Christian Herff, Felix Putze, Timo Schulze, Mazen Salous, Hui Liu, Dennis Küster, Tanja Schultz
Bremen Big Data Challenge 2017: Predicting University Cafeteria Load. KI (2017)
Stefan Edelkamp, Eike Externest, Sebastian Kühl, Sabine Kuske
Solving Graph Optimization Problems in a Framework for Monte-Carlo Search. SOCS (2017)