ERD

Degradation Detection and Severity Estimation by Exploiting an Optical Time and Frequency Digital Twin

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Model-Centric versus Data-Centric Machine Learning for Soft-Failure Cause Identification in Optical Networks

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Experimental demonstration and assessment of control and management plane for ultra-wide band optical networks

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

State-of-the-Art Neural Network-Based Equalizers for Coherent Optical Communication Systems: Architectures and Complexit...

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Routing and Spectrum Assignment Assisted by Reinforcement Learning in Multi-band Optical Networks

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Dealing with High Cardinality of Network Management System Data for Machine-Learning-Based Alarm Classification

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Initial implementation including the SDN controller with MB- extensions and the agents

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Final MENTOR workshop (details on courses provided and ESR attendance record)

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Open to all Workshop III (OTAW III) (details on courses provided and ESR attendance record)

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

6 Doctoral degrees awarded

Project: MENTOR

Updated at: 02-06-2025

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Project acronym MENTOR

Applications of the OCATA time domain digital twin: from QoT estimation to failure management

Project: MENTOR

Updated at: 01-12-2024

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Project acronym MENTOR

Optimizing Deep Learning-based Failure Management in Optical Networks by Monitoring Relative Neural Activity

Project: MENTOR

Updated at: 01-12-2024

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Project acronym MENTOR

Model and data-centric machine learning algorithms to address data scarcity for failure identification

Project: MENTOR

Updated at: 01-12-2024

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Project acronym MENTOR

Deep Reinforcement Learning for Resource Allocation in Multi-Band Optical Networks

Project: MENTOR

Updated at: 01-12-2024

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Project acronym MENTOR

Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connect...

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Dual Time and Frequency Domain Optical Layer Digital Twin

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

The Potential of Data Augmentation for Failure Management in Optical Networks

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Routing and spectrum assignment strategies for ultra- wideband optical networks

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Data Augmentations to Reduce Computational Complexity of Neural Network Based soft failure cause identifier

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Optical Network Alarms Classification using Unsupervised Machine Learning

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

SSMS: A Split Step MultiBand Simulation Software

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Applications of Digital Twin for Autonomous Zero- Touch Optical Networking [Invited]

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Machine learning framework for inverse system design of laser source and amplifiers

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

2nd year MENTOR workshop (details on courses provided and ESR attendance record)

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Dual Time and Frequency Domain Optical Layer Digital Twin

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Experimental Validation of Deep Learning-based Models for Optical Time Domain Analysis

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Computational Complexity Evaluation of Neural Network Applications in Signal Processing

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

Extending the OCATA Digital Twin to the Frequency Domain

Project: MENTOR

Updated at: 28-04-2024

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Project acronym MENTOR

1st year MENTOR workshop and TSW I (details on courses provided)

Project: MENTOR

Updated at: 28-04-2024

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