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Acoustic sensing after 50km of transmission fiber using coherent optical sub-assembly

ECOC

Michael Eiselt, Florian Azendorf, André Sandmann, Wolfgang Reimer

Faulty branch identification in passive optical networks using machine learning

JOCN

Carsten Tropschug, Helmut Griesser, Khouloud Abdelli

QoT estimation using enhanced-GN-assisted machine learning for multi-period network planning

JOCN

Jasper Müller, Sai Kireet Patri, Tobias Fehenberger, Helmut Griesser, Jörg-Peter Elbers

Multi-band transparent optical network planning strategies for 6G-ready European networks

Optical Fiber Technology

Sai Kireet Patri, Achim Autenrieth, Jörg-Peter Elbers

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

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