The presentation was conducted in a hybrid format, with part of the audience present in the Nexus room and the remainder connected through Zoom. The seminar comprised a presentation covering both his completed and planned projects, followed by a discussion and questions posed by his opponent, Prof. Martin Adiels.
The presentation commenced with an overview of his concluded projects. The first project with title “Brain Analysis using Graph Theory 2” is a software that uses Deep Learning and Graph Theory to analyse brain networks, this software is an open-source MATLAB with github “github.com/braph-software/BRAPH-2” and two projects in which this software was applied, first one on haematopoietic cell structural pattern taken from bone marrow and the second one is of memory capacity of aging brain networks using reservoir computing.