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Publications and presentations

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Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder

JLT

Khouloud Abdelli, Helmut Griesser

Optical fiber for remote sensing with high spatial resolution

EASS

Michael Eiselt, Florian Azendorf, André Sandmann

A Machine Learning-based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication

JLT

Khouloud Abdelli, Helmut Griesser

Benefits of Quasi-Continuous Symbol Rate Tunability in Links Constrained by ROADM Filtering

JOCN

Steven Searcy, Thomas Richter, Sergey Burtsev, Sorin Tibuleac

Machine Learning-based Anomaly Detection in Optical Fiber Monitoring

JOCN

Joo Cho, Helmut Griesser, Khouloud Abdelli, Florian Azendorf

Distributed Sensing of Single Mode Fibers with Correlation Techniques

ITG Photonic Networks

Florian Azendorf, Michael Eiselt

Constellation-based identification of linear and nonlinear OSNR using machine learning: a study of link-agnostic performance

Optics Express

Steven Searcy, Thomas Richter, Sorin Tibuleac

Performance Impact of Signal Reflections in a Single–Fiber Bidirectional System

PTL

Lutz Rapp, Michael Eiselt, Florian Azendorf

Channel Performance Estimations with Extended Channel Probing

ITG Photonic Networks

Kaida Kaeval, Tobias Fehenberger, Jim Zou, Sander Lars Jansen, Klaus Grobe, Helmut Griesser, Jörg-Peter Elbers

Secure Collaborative Learning for Predictive Maintenance in Optical Networks

NORDSEC

Khouloud Abdelli, Joo Cho

Reflective Fiber Fault Detection and Characterization Using Long-Short-Term Memory

JOCN

Khouloud Abdelli, Helmut Griesser

6G networks: Wireless only or impossible without more wires?

ECOC

Jörg-Peter Elbers

Practical deployment considerations for QKD systems

ECOC

Jörg-Peter Elbers

Quasi-Continuous Symbol Rate Tunability for Maximum Capacity in Links Constrained by ROADM Filtering

ECOC

Steven Searcy, Thomas Richter, Sergey Burtsev, Sorin Tibuleac

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