Title: Νανοτεχνολογία και Τεχνητή Νοημοσύνη
Abstract: Στην ομιλία αυτή πρώτα θα παρουσιάσουμε τις βασικές έννοιες της νανοτεχνολογίας και της τεχνητής νοημοσύνης και στη συνέχεια θα συζητήσουμε κοινά χαρακτηριστικά τους που συνιστούν τη βάση της συνέργειάς τους. Πιό συγκεκριμένα, θα εστιάσουμε σε εφαρμογές της μηχανικής μάθησης στο σχεδιασμό των νανοϋλικών, τον χαρακτηρισμό και τη μετρολογία τους όπως και στη σύνδεση των κατασκευαστικών παραμέτρων με κρίσιμες ιδιότητες που επηρεάζουν τις εφαρμογές τους. Ιδιαίτερη έμφαση θα δοθεί στον εκρηκτικά αναπτυσσόμενο κλάδο της νανοηλεκτρονικής και στον επιδιωκόμενο θετικό κύκλο ανάτροφοδότησής του με την μηχανική μάθηση. Τέλος,θα συζητηθούν οι μελλοντικές προοπτκές αυτής της αλληλεπίδρασης στο γενικότερο πλαίσιο της ψηφιακής και βιώσιμης τεχνολογικής ανάπτυξης.
Language: Greek
Session Chair: Spyros Jani
Dr Vassilis Constantoudis
Dr Vassilis Constantoudis
Senior Researcher
Plasma Group
Institute of Nanoscience and Nanotechnology
National Centre for Scientific Research Demokritos
Dr. Vassilios Constantoudis studied physics at the Department of Physics of the Aristotle University of Thessaloniki. He then moved to Athens for postgraduate and doctoral studies at the National Hellenic Research Institute (Institute of Theoretical and Physical Chemistry) with a fellowship from the same Institute on the non-linear chaotic dynamics of magnetic systems.
He has worked as a postdoctoral fellow at NTUA and NCSR Demokritos (Institute of Microelectronics, IMEL) from 2000 to 2007, participating in many national and European programmes as well as teaching postgraduate courses. In 2001-2004 he also worked as a full-time Professor of Physics and Physics laboratories at ASETEM-SELETE. In 2017 he was elected Senior Researcher at the Institute of Nanoscience and Nanotechnology (INN) of NCSR Demokritos.
His research work focuses mainly on mathematical modelling and computational methods including Machine Learning techniques in nanometrology, nanoelectronics and nanotechnology, while he has been involved in the study of complex systems such as mass transfer to time dependent media and the mathematical description of correlations in natural language. Also, he has supervised many post-graduate and PhD theses of Departments of NTUA, NTUA and AUTh.
During the period 2016-2019, he was responsible of the Greek participation in the European programme 3DNano: Traceable Nanometrology, while he has participated in several European and National projects. At the SPIE Advanced Lithography: Metrology, Inspection and Process Control conference, his article “Challenges in LER / CDU metrology of DSA structures: placement error and cross- line correlations” was awarded the Diana Nyyssonen Award for Metrology.
In addition, he supports the ISO system of the Laboratory of Nanotechnology and Microsystems as a quality management officer and he is currently in charge of INN educational committee and participates in the organization of INN activities for science communication (summer schools, science festivals, researcher nights, school visits, etc.). Also, he coordinates the Complex System and Applications Network (COSA-Net) and he participates in the nanoAI network of NSCR-D researchers aiming to bring together information scientists with nanotechnology researchers and explore collaborations.
He is an Associate Editor of Elsevier's Microelectronic Engineering, Micro and Nano Engineering journals, Hindawi's Mathematical Problems in Engineering and MDPI’s Metrology journal. Finally, he is the co-founder of the spin-off company Nanometrisis p.c. in which he is responsible for product development.