Projects

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Artifical Intelligence in Meteorological Applications (AIM). University of Antwerp

Peter Hellinckx
Internet Data Lab (IDLab)
A main part of the mission of the RMI is to produce permanent services in order to ensure the securityand the information of the population and to support the political authorities in their decision m a king.The development of numerical weather prediction mo dels (NWP) has long been a crucial part of thisservice. Important developments of the last years are the ever increasing amount of meteorologicalobservations used to improve NWP forecasts ...

COMPASs - COMbining interdisciplinary Perspectives on Artificial intelligent Systems: navigating towards human-centred Artificial Intelligence Vrije Universiteit Brussel

Jan Danckaert
Informatics and Applied Informatics, Electronics and Informatics, Mathematics, Communication Sciences, Business technology and Operations, Applied Physics and Photonics, Physics
In this project we want to contribute to the development and the deployment of human-centred Artificial Intelligent systems. Despite tremendous progress in the past few years, the field is currently facing some of the most important challenges at the interface between theoretical computer science, applied data science, and sociotechnical studies. Indeed, the most successful machine learning models (deep neural ...

The KU Leuven Institute for Artificial Intelligence (Leuven.AI): an interdisciplinary collaboration regarding artificial intelligence. KU Leuven

Luc De Raedt
Declarative Languages and Artificial Intelligence (DTAI)

The mission of Leuven.AI is to

1) Unite AI and its renowned AI experts at KU Leuven in an interdisciplinary centre of excellence.

2) Foster AI research by providing a forum for exchanging ideas and for initiating projects and collaborations on AI.

3) Foster AI education by offering courses and contributing to education programmes.

4) Offer expertise on all aspects of AI, including on the possibilities and limitations ...

PRIMORDIAL – An artificial intelligence (AI) driven prediction model to detect risk factors for medication-related osteonecrosis of the jaws. KU Leuven

Reinhilde Jacobs
Oral and Maxillo-facial Surgery - Imaging & Pathology (OMFS-IMPATH)

Bone health equilibrium can be altered by disease and the use of
medication. Antiresorptive drugs are frequently used and highly
effective to prevent bone metastasis in patients with cancer. Yet,
their use is associated with the occurrence of medication-related
osteonecrosis of the jaw (MRONJ), a potentially debilitating side
effect characterized by exposed necrotic bone in the oral cavity,
infection, and pain ...

Artificial Intelligence Data Analysis KU Leuven

Giovanni Lapenta
Plasma-astrophysics

AIDA brings a transformational innovation to the analysis of heliophysics data in four steps.
First, AIDA will develop a new open source software called AIDApp written in Python (a free language) and capable of
collecting, combining and correlating data from different space missions. AIDApp wants to replace mission-specific tools
written for costly languages (such as IDL) that exclude many scientists, students and amateur space ...

Neural-symbolic artificial intelligence for real-world settings KU Leuven

Luc De Raedt
Declarative Languages and Artificial Intelligence (DTAI)
Neural-symbolic artificial intelligence is the sub-field of AI that investigates the integration of deep learning and logic. This integration offers the best of both worlds: the learning capabilities of neural networks and the reasoning capabilities of logic. Although the field is moving at an amazing pace, it is not yet mature enough to be applied on real-world settings. One of the main reasons for this is that these neural-symbolic frameworks ...

The Relevance of Phenomenological Reflections on Consciousness for the Development of ‘Strong’ Artificial Intelligence KU Leuven

Roger Vergauwen
Centre for Logic and Philosophy of Science

The Ph.D. dissertation will build on research undertaken in my Master of Arts thesis (which was entitled 'A Phenomenological Investigation of Artificial Intelligence'). The Ph.D. will be differentiated from the Masters, building on its initial chapters, but expanding the initial study. The Master’s thesis took as its focus the question of what consciousness is – taking primarily into consideration Edmund Husserl’s notion of consciousness as ...

Natural and Artifical Genetic Variation in Microbes KU Leuven

Kevin Verstrepen
Molecular Biotechnology of Plants and Micro-organisms, Centre of Microbial and Plant Genetics, Microbial and Plant Genetics (CMPG), Declarative Languages and Artificial Intelligence (DTAI)

One of the main research topics in biology is the identification of the (combination of) mutations that underlie a specific phenotype or physiological adaptation. Many phenotypes and diseases depend on multiple mutations in multiple genes (loci). In many cases, there is a complex interaction between these mutations - a specific mutation may only play a role when other mutations are also present. Complex genetic interactions are present in all ...

The interplay between Physics and Artificial Intelligence: an integrated perspective reconciling physical intuition and computational complexity Vrije Universiteit Brussel

Vincent Ginis
Applied Physics, Data Analytics Laboratory, Doctoraatsbegeleiding, Business technology and Operations
We want to answer fundamental questions on the interface between Physics and Artificial Intelligence. Both fields share similar goals, for instance, finding structure in disordered data, but use different techniques to achieve these goals. In addition, the two research fields suffer from opposite shortcomings.
For example, in Applied Physics, it is difficult to engineer optimal structures when there are too many degrees of freedom. In the ...