Projects
Intelligent Structuring Systems for Complex Flowing Products. KU Leuven
ISSFLOW aims at developing fundamental understanding of complex fluids to allow for the design of smart and functional gels and fluids via the development of novel rheology modifiers. A consortium of 5 partners (1 large industry, 1 SME and 3 academics) has been set up to exchange knowledge in the areas of rheology, sustainable synthesis and scale-up of novel molecules, modeling, characterization of complex fluids (including high viscous ...
Behavioral data analytics in intelligent tutoring systems KU Leuven
This project aims at developing automated immediate and personalised feedback for a smart learning environment used for teaching conceptual modelling, an ill-structured complex learning task. Addressing this challenge will make teaching and training more efficient, provide an education better adapted to each learner, and advance the theoretical underpinnings in digital learning technologies. The project's core innovation is three-fold: 1) we ...
Distributed multi-modal data fusion using graph-based deep learning for situational awareness in intelligent transport systems. University of Antwerp
Ultrasound-based monitoring and failure prognosis of complex structures: Intelligent and robust schemes uniting Bayesian methods and Deeping learning KU Leuven
Most engineering structures and industrial facilities are under continuous hostile-loading operation environments with a general tendency to increase, leading to damage and failures in the internal structure. Lack of timely monitoring and repair will affect significant performance degradation of complex structures, which can further cause catastrophic economic and safety-related loss. Structural health monitoring (SHM) facilitates the ...
COMPASs - COMbining interdisciplinary Perspectives on Artificial intelligent Systems: navigating towards human-centred Artificial Intelligence Vrije Universiteit Brussel
Intelligent analysis and data-mining of mass spectrometry-based proteome data. University of Antwerp
Sound perception based intelligent modeling and realization of innovative vibro-acoustic metamaterial solutions KU Leuven
Interactive and intelligent cellomics platform. University of Antwerp
Optimal buildings towards intelligent energy networks. KU Leuven
Implementing heat pumps as an energy efficient method to provide heat and rooftop photovoltaic installations as a source of renewable energy has a possible impact on the distribution, transmission, billing and trading of electricity. Evaluating this electrification of building energy services from a building perspective as such unwittingly externalizes costs. Excluding these effects underestimates the overall societal cost of possible ...