Biography

Dr Konstantinos Karafasoulis is a member of the Laboratory Special Teaching Staff at the Hellenic Army Academy and an Associated Researcher at the Aristotle University of Thessaloniki.

He earned his BSc in Physics from the Aristotle University of Thessaloniki and a Ph.D. in High Energy Physics (DELPHI/CERN) from the National Technical University of Athens. With over two decades of expertise, Dr. Karafasoulis specializes in radiation detector simulation, data acquisition systems, and advanced data analysis techniques.

He collaborated on the DELPHI and CMS experiments at CERN, working with teams from Demokritos/Greece and INFN/Italy. Furthermore, Dr. Karafasoulis has contributed to a range of European and National R&D projects focused on refining radiation detectors, data systems, and unique data analysis methods, such as NATO SENERA, FP7-COCAE, EPAN, PYTHAGORAS, PENED, and ESA-C14240. He was the coordinator of the NATO funded project “SENERA: A sensor Network for the localization and Identification of Radiation Sources”. Additionally, his research garnered attention in the MIT Technology Review in 2011.

Dr Karafasoulis was involved in the simulation of the MIDAS device, a space radiation dosimeter, using the GEANT4 framework. He also helped develop reconstruction algorithms to identify and measure energy of particles interacting with the device, as part of an (European Space Agency) ESA funded project.

He was responsible for the GEANT4 simulation Work Package of the “Comprehensive radiation monitor package for Lunar mission,” project sponsored by the European Space Agency (ESA).

He was also involved in designing and implementing the initial prototype of the RaSoLo device. This device is a radiation detector capable to pinpoint radioactive sources across a 360-degree field of view. It was developed under the framework of NCSR Demokritos “Proof-of-Concept 2023” program.

Currently, he is the secondary Chief Scientific Investigator of the project “Advancing Nuclear Forensics: Machine Learning methods for Nuclear Crime Scene Investgation” funded by the International Atomic Energy Agency (IAEA). In the context of this project he is leading the research for the development of the Machine/Deep Learning algorithms for the detection and identification of radioactive and Special Nuclear Material (SNM).

Dr Karafasoulis is the Academic Supervisor of the course “KNIME: An introduction to data analysis without programming” offered by the Center for Education and LifeLong Learning of the Aristotle University of Thessaloniki, where he enjoys teaching about data analysis.

He is a KNIME Data Scientist holding the following certifications:

  • L1 - Basic Proficiency in KNIME Analytics Platform
  • L2 - Advanced Proficiency in KNIME Analytics Platform
  • L3 - Proficiency in KNIME Software for Collaboration and Productionization
  • L4 - Machine Learning in KNIME Analytics Platform
  • L4 - Deep Learning in KNIME Analytics Platform

He is a reviewer of the following journals:

  • Applied Radiation and Isotopes (Elsevier Publishing)
  • Atmospheric Environment (Elsevier Publishing)
Interests
  • Radiation Detectors
  • Simulation of Radiation Detectors
  • Data Acquisition Systems
  • Novel Data Analysis Techniques
  • Artificial Intelligence
  • Machine Learning
  • Deep Learning
  • Big Data
Education
  • PhD in High Energy Physics, 1999

    National Technical University of Athens

  • Postgraduate course in Physics, 1995

    National Technical University of Athens and National Research Center "Demokritos"

  • BSc in Physics, 1992

    Aristotle University of Thessaloniki

Skills

ROOT
TMVA
TMVA
c
C,C++
knime
KNIME
Fortran_logo
Fortran
SQL
High Performance Computing
Data Analysis
Ubuntu
Windows
Arduino_Logo
Arduino

Experience

 
 
 
 
 
Research Associate
Mar 2024 – Present Thessaloniki

Responsibilities include:

  • Secondary Chief Scientific Investigator
  • Developing signatures of radioactive and Special Nuclear Material (SNM) through GEANT4 simulations
  • Leading the Machine Algorithms Work Package for the detection and identification of radiaocative and Special Nuclear Materials (SNM)
  • Analysing the recorded radiation data
 
 
 
 
 
Research Associate
May 2021 – Feb 2023 Athens

Responsibilities include:

  • Leading the GEANT4 simulations effort in the LURAD project funded by ESA
  • Developing algorithms for the analysis of the radiation data on the LURAD detector
  • Analysing the recorded radiation data
 
 
 
 
 
Research Associate
Jun 2019 – Dec 2019 Athens
 
 
 
 
 
Laboratory Special Teaching Staff
Mar 2010 – Present Athens
 
 
 
 
 
Research Associate
Jan 2009 – Mar 2012 Athens
 
 
 
 
 
Adjunct Lecturer
Oct 2008 – Feb 2010 Athens
 
 
 
 
 
Post-Doctoral Researcher
Jul 2008 – Mar 2009 Athens
 
 
 
 
 
Lab Instructor
Oct 2007 – Jun 2008 Athens
 
 
 
 
 
Lab Instructor
Technological Institute of Athens
Oct 2005 – Jun 2006 Athens
 
 
 
 
 
Lab Instructor
Technological Institute of Chalkis
Oct 2005 – Jun 2008 Chalkis
 
 
 
 
 
Lab Instructor
Oct 2004 – Jun 2005 Athens
 
 
 
 
 
Adjunct Lecturer
Mar 2004 – Aug 2007 Samos
 
 
 
 
 
Post-Doctoral Researcher
Sep 2002 – Feb 2003 Pisa
 
 
 
 
 
Research Associate
Jun 2001 – Jun 2003 Athens

Accomplish­ments

KNIME Data Scientist - Deep Learning
See certificate
Deep Learning in KNIME Analytics Platform
See certificate
KNIME Data Scientist - Machine Learning
See certificate
Machine Learning in KNIME Analytics Platform
See certificate
Proficiency in KNIME Software for Collaboration and Productionization
See certificate
Advanced Proficiency in KNIME Analytics Platform
See certificate
Basic Proficiency in KNIME Analytics Platform
See certificate

Projects

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Recent Publications

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Teaching

Teaching lab instructor for the following courses at Hellenic Army Academy:

  • General Physics Lab (Mechanics, Optics, Electromagnetism)
  • Moderm Physics Lab (Atomic,Nuclear Physics)
  • Modern Physics (Theory) (Atomic,Nuclear Physics)

Former adjunt lecturer/lab instructor for the following courses:

  • Physics (Electromagnetism) at the Department of Information and Communication Systems Engineering of the University of Aegean
  • Discrete Mathematics at the Department of Information and Communication Systems Engineering of the University of Aegean
  • Operating Systems at the Department of Information and Communication Systems Engineering of the University of Aegean
  • Architecture Design Lab (VHDL) at the Department of Information and Communication Systems Engineering of the University of Aegean
  • Unix Lab at the Department of Information and Communication Systems Engineering of the University of Aegean
  • Metrology Lab at the Aircraft Engineering Department of the Tecnological Institute of Chalkis
  • Electronic Filters Lab at the Electronics Engineering Department of the Tecnological Institute of Athens
  • Physics Lab at the General Physics and Chemistry Department of the Tecnological Institute of Athens

Contact