Projects
Sabbatical Jesse Jon Davis: Analyzing Spatio-temporal Data: The Next Frontier KU Leuven
I have two main goals for my sabbatical. First, I really want to dive into the technical details of deep learning models for spatio-temporal data (e.g. GNNs, attention, etc.). We haven't worked much with these techniques yet, but they are increasingly being applied to time series, sports data, etc. and those are the main areas of my research. Second, I want to think strategically about my future research vision. Above all, I want to determine ...
C’est aussi beau que du Fauré. August De Boeck’s orchestral songs rediscovered AP Hogeschool Antwerpen
From more to less: getting the best out of deep learning with constrained resources. Ghent University
With the rise of the internet of things there exists a range of electronic sensors that are small enough to be integrated in embedded devices, such as cars and robots. These sensors also require modern deep learning algorithms to perform detection, tracking, etc. The goal of my proposal is to develop new neural network design methodologies for deep learning that are optimized for embedded devices. As there is a wide range of use-cases for ...
To err and err, but less and less: Predictive coding and affective value in perception, art, and autism KU Leuven
The CMS experiment at the Large Hadron Collider at CERN. University of Antwerp
The H boson gateway to physics beyond the Standard Model Ghent University
In 2012, a scalar particle has been discovered at the LHC (CERN). As of today, its properties
match those of the Higgs boson of the Standard Model (SM), the current theory of
fundamental interactions. This discovery has crowned 50 years of research, including seminal
work done in Belgium by Brout and Englert. It has also opened a new era for particle
physicists, with more-than-ever pressing mysteries to face, including ...
Beyond Collinear Factorization: Precision Measurement Era with Predictions from the Parton Branching TMDs. University of Antwerp
The CMS experiment at the CERN Large Hadron Collider. University of Antwerp
Innovative search for heavy neutral leptons using parked datasets at CMS Ghent University
The current knowledge in particle physics is gathered in the so-called Standard Model. One of the primary objectives of modern experimental particle physics is the search for phenomena that can not be explained by the Standard Model. This research addresses the experimental confirmation or rejection of a theory that can solve some of the problems of the Standard Model related to neutrinos. Neutrinos are very light particles. In fact, the ...