Christos Karapanagiotis

Work

Bundesanstalt für Materialforschung und -prüfung
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Research Assistant

Germany

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Education

Karlsruher Institut für Technologie
Germany

M.Sc. in Optics & Photonics

Publications

Real-time monitoring of hydrogen composite pressure vessels using surface-applied distributed fiber optic sensors

Published by

Journal of Physics: Photonics

Summary

journal-article

How structural health monitoring can be embedded in a digital quality infrastructure: an example.

Published by

e-Journal of Nondestructive Testing

Summary

journal-article

Structural health monitoring of hydrogen pressure vessels using distributed fiber optic sensing

Published by

e-Journal of Nondestructive Testing

Summary

journal-article

Distributed fiber optic sensors for structural health monitoring of composite pressure vessels

Published by

tm - Technisches Messen

Summary

journal-article

Machine Learning Approaches in Brillouin Distributed Fiber Optic Sensors

Published by

Sensors

Summary

journal-article

Machine Learning Approaches in Brillouin Distributed Fiber Optic Sensors

Published by

Sensors

Summary

journal-article

A collection of machine learning assisted distributed fiber optic sensors for infrastructure monitoring

Published by

tm - Technisches Messen

Summary

journal-article

Machine learning for strain, temperature and humidity discrimination in Brillouin optical frequency domain analysis

Published by

28th International Conference on Optical Fiber Sensors

Summary

conference-paper

Machine learning assisted BOFDA for simultaneous temperature and strain sensing in a standard optical fiber

Published by

Optics Express

Summary

journal-article

Temperature and humidity discrimination in Brillouin distributed fiber optic sensing using machine learning algorithms

Published by

Optical Sensing and Detection VII

Summary

conference-paper

Distributed humidity fiber-optic sensor based on BOFDA using a simple machine learning approach

Published by

Optics Express

Summary

journal-article

Evaluation of the generalization performance of a CNN-assisted BOFDA system

Published by

Sensors and Measuring Systems; 21th ITG/GMA-Symposium

Summary

conference-paper

Machine learning predictions of surface migration barriers in nucleation and non-equilibrium growth

Published by

Communications Materials

Summary

journal-article

Time-Efficient Convolutional Neural Network-Assisted Brillouin Optical Frequency Domain Analysis

Published by

Sensors

Summary

journal-article

Time-Efficient Convolutional Neural Network-Assisted Brillouin Optical Frequency Domain Analysis

Published by

Sensors

Summary

journal-article

Time-Efficient Convolutional Neural Network-Assisted Brillouin Optical Frequency Domain Analysis

Published by

Sensors

Summary

journal-article

Fast Fitting of Reflectivity Data of Growing Thin Films Using Neural Networks

Summary

preprint

Fast fitting of reflectivity data of growing thin films using neural networks

Published by

Journal of Applied Crystallography

Summary

journal-article

Real-time dynamic strain sensing in optical fibers using artificial neural networks

Published by

Opt. Express

Summary

journal-article