PhD Candidate
PANAGIOTIS KONSTANTAKIS
pkonstantakis@materials.uoc.gr
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Title
«Advanced THz Spectroscopy and Imaging through Machine Learning»
Supervisor
TZORTZAKIS STILIANOS, Professor, Materials Science & Technology Dept. - UOC
Committee Members
KOPIDAKIS GEORGIOS, Associate Professor, Materials Science & Technology Dept. - UOC
TSIRONIS GEORGIOS, PROFESSOR, DEPARTMENT OF PHYSICS UOC
Abstract
Linear and non – linear spectroscopy and imaging on THz spectral region, supported by the tools of machine learning, is a great path for multiple applications and innovations with various hands-on and fundamental physics applications. This thesis has as an ultimate goal, the development of state of the art experimental schemes, the mining and analysis of experimental data with various machine learning tools, the optimization of experimental parameters using deep learning, and the application of computational tools for the design of experimental setups with multiple applications on spectroscopy and imaging on the THz spectral region.