Concepedia

Helmut Grieser

HG

4

Publications

201

Citations

4

H-Index

2017

Active since

Affiliations

ADVA Optical Networking (Germany)(Current)

Christian-Albrechts-Universität zu Kiel

Helmut Grieser is an author at ADVA Optical Networking (Germany) specializing in engineering, reliability engineering, and computer engineering.

Top concepts

EngineeringDeep LearningMachine LearningSystems EngineeringComputer EngineeringReliability EngineeringPhotonicsData ScienceLaser DamageLaser Optics

Publications per year

2017–2022

4

Publications

4

Cognitive Assurance Architecture for Optical Network Fault Management

Danish Rafique, Thomas Szyrkowiec, Helmut Grieser et al. · Journal of Lightwave Technology · 2017 · 123 citations · Full text

Artificial Intelligence, Autonomous Network, Engineering +21

Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory

Khouloud Abdelli, Helmut Grieser, Carsten Tropschug et al. · Journal of Lightwave Technology · 2021 · 49 citations · Full text

Optical Time-domain Reflectometry, Noisy Otdr Trace, Engineering +5

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

Khouloud Abdelli, Helmut Grieser, Stephan Pachnicke · Journal of Lightwave Technology · 2022 · 19 citations · Full text

Engineering, Machine Learning, Life Prediction +22

Degradation Prediction of Semiconductor Lasers Using Conditional Variational Autoencoder

Khouloud Abdelli, Helmut Grieser, Christian Neumeyr et al. · Journal of Lightwave Technology · 2022 · 10 citations · Full text

Rows per page

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