Experimental demonstration of ML-based DWDM system margin estimationMüller, Jasper; Slyne, Frank; Kaeval, Kaida; Troia, Sebastian; Fehenberger, Tobias; Elbers, Jörg-Peter; Kilper, Daniel C.; Ruffini, Marco; Mas-Machuca, CarmenOptical Fiber Communication Conference and Exposition (OFC) : San Diego, California, United States, 5–9 March 20232023 / paper Tu2F.2., 3 p. : ill https://opg.optica.org/abstract.cfm?URI=OFC-2023-Tu2F.2 Machine learning enabled fault-detection algorithms for optical spectrum-as-a-service usersPatri, Sai Kireet; Dick, Isabella; Kaeval, Kaida; Müller, Jasper; Pedreno-Manresa, Jose-Juan; Autenrieth, Achim; Elbers, Jörg-Peter; Tikas, Marko; Mas-Machuca, Carmen2023 International Conference on Optical Network Design and Modeling (ONDM) : proceedings2023 / 6 p. : ill https://ieeexplore.ieee.org/document/10144858