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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

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Faulty branch identification in passive optical networks using machine learning

JOCN

Carsten Tropschug, Helmut Griesser, Khouloud Abdelli

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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

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

Optical Fiber Technology

Sai Kireet Patri, Achim Autenrieth, Jörg-Peter Elbers

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Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder

JLT

Khouloud Abdelli, Helmut Griesser

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Optical fiber for remote sensing with high spatial resolution

EASS

Michael Eiselt, Florian Azendorf, André Sandmann

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

JLT

Khouloud Abdelli, Helmut Griesser

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

JOCN

Steven Searcy, Thomas Richter, Sergey Burtsev, Sorin Tibuleac

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Machine Learning-based Anomaly Detection in Optical Fiber Monitoring

JOCN

Joo Cho, Helmut Griesser, Khouloud Abdelli, Florian Azendorf

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Distributed Sensing of Single Mode Fibers with Correlation Techniques

ITG Photonic Networks

Florian Azendorf, Michael Eiselt

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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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