Publications and presentations
Acoustic sensing after 50km of transmission fiber using coherent optical sub-assembly
ECOC
Michael Eiselt, Florian Azendorf, André Sandmann, Wolfgang Reimer
October 2023
Monitoring of optical networks using correlation-aided time-domain reflectometry with direct and coherent detection
OECC
Michael Eiselt, Florian Azendorf, André Sandmann, Mirko Lawin, Florian Spinty
July 2023
White paper on integrated photonics
N/A
Benjamin Wohlfeil
April 2023
Compensation of phase noise induced by higher-order codirectional Raman amplifiers
PTL
Faulty branch identification in passive optical networks using machine learning
JOCN
Carsten Tropschug, Helmut Griesser, Khouloud Abdelli
March 2023
Experimental demonstration of ML-based DWDM system margin estimation
OFC
Jasper Müller, Kaida Kaeval, Tobias Fehenberger, Jörg-Peter Elbers
March 2023
The concept of PICaboo: from individual building blocks to complex photonic integrated circuits for future access and metro networks
Journal of Physics
Michael Eiselt, Despoina Petousi, Pablo Castro Ayala
December 2022
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
December 2022
Multi-band transparent optical network planning strategies for 6G-ready European networks
Optical Fiber Technology
Sai Kireet Patri, Achim Autenrieth, Jörg-Peter Elbers
December 2022
Degradation Prediction of Semiconductor Lasers using Conditional Variational Autoencoder
JLT
Khouloud Abdelli, Helmut Griesser
September 2022
Optical fiber for remote sensing with high spatial resolution
EASS
Michael Eiselt, Florian Azendorf, André Sandmann
July 2022
A Machine Learning-based Framework for Predictive Maintenance of Semiconductor Laser for Optical Communication
JLT
Khouloud Abdelli, Helmut Griesser
July 2022
Benefits of Quasi-Continuous Symbol Rate Tunability in Links Constrained by ROADM Filtering
JOCN
Steven Searcy, Thomas Richter, Sergey Burtsev, Sorin Tibuleac
June 2022
Machine Learning-based Anomaly Detection in Optical Fiber Monitoring
JOCN
Joo Cho, Helmut Griesser, Khouloud Abdelli, Florian Azendorf
May 2022
Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory
JLT
Khouloud Abdelli, Helmut Griesser
April 2022
Federated Learning Approach for Lifetime Prediction of Semiconductor Lasers
OFC
Khouloud Abdelli, Helmut Griesser
March 2022
ML-based Anomaly Detection in Optical Fiber Monitoring
OECC
Khouloud Abdelli, Joo Yeon Cho
February 2022
Distributed Sensing of Single Mode Fibers with Correlation Techniques
ITG Photonic Networks
Florian Azendorf, Michael Eiselt
January 2022
Demonstration of latency-aware 5G network slicing on optical metro networks
JOCN
Jim Zou, Joo Cho, Khouloud Abdelli, Sai Kireet Patri, José Pedreño Manresa
January 2022
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
January 2022