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Lars E. Kruse

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2024
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Lars E. Kruse:
Machine Learning based Reliability Assurance in Optical Networks / Lars Eike Kruse ; Gutachter: Carmen Mas Machuca ; Betreuer: Stephan Pachnicke. University of Kiel, Germany, 2024
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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): 94-103 (2024)
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Sebastian Kühl, Lars E. Kruse, Stephan Pachnicke:
Comparison of Passive Photonic Reservoir Computing Architectures for Signal Equalization of Future Generation Intra-DCN and Mobile Fronthaul Systems. ICTON 2024: 1-4
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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: 1-3
2023
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Lars E. Kruse, Stephan Pachnicke:
Joint QoT Estimation and Soft-Failure Localization using Variational Autoencoder. ONDM 2023: 1-3
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Lars E. Kruse, Sebastian Kühl, Annika Dochhan, Stephan Pachnicke:
Experimental Investigation of Machine Learning based Soft-Failure Management using the Optical Spectrum. CoRR abs/2312.07208 (2023)
2022
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Lars E. Kruse, Sebastian Kühl, Stephan Pachnicke:
Exact component parameter agnostic QoT estimation using spectral data-driven LSTM in optical networks. OFC 2022: 1-3

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