Projects
Inventive forecasting tools for adapting water quality management to a new climate (OZR EU BONUS) Vrije Universiteit Brussel
possible for the first time to produce reliable forecasts for lake and river water quality on regional and global scales.
inventWater (Inventive forecasting tools for adapting water quality management to a new climate) will bring water
quality forecasting to the forefront of the scientific disciplines supporting managers ...
Fuzzy Cognitive Maps as forecasting tools for crimes and workload Hasselt University
ERC POC project: DEFOG: Data science tool for epidemic forecasting Hasselt University
Promoting stable remission in depression by combining e-health and cognitive science: the development of DEpression’s DIgital foreCAsting Tool (DEDICAT) Ghent University
Major depression is a recurrent and even chronic disorder for a substantial number of patients. In
comparison to other recurrent and chronic health conditions (e.g., diabetes, heart problems), theory
on monitoring and (early) detection of relapse is lacking. This project simultaneously develops a
theoretical framework for personalized detection of relapse as well as an e-health tool based on hybrid AI.
Recasting Transformer-based Language Models as a Tool for Analysis in both Linguistics and Other Fields with Text-driven Methodologies KU Leuven
Recent machine learning methods based on neural transformer architectures have greatly improved the state of the art for a wide range of natural language processing applications, such as machine translation and general natural language understanding. There is evidence that the self-supervised language modeling objective on which such neural methods are trained results in models that implicitly encode various kinds of linguistic knowledge, ...
EUropean Heliospheric FORecasting Information Asset 2.0 KU Leuven
This project aims at developing the world’s most advanced space weather forecasting tool. EUHFORIA 2.0 will address geoeffectiveness, impacts and mitigation, including extreme events, related to solar eruptions, solar wind streams and Solar Energetic Particles, with particular emphasis on its application to forecast Geomagnetically Induced Currents (GICs) and radiation on geospace. We will apply innovative methods and state-of-the-art ...
Forecasting and management of extreme rainfall induced risks in the urban environment. KU Leuven
A. Context
Extreme local rain storms may induce severe floods and related socio-economic impacts on the urban environment (Belgian cities). While floods along rivers have been studied already extensively, quantification, forecasting, control and management of inundations along sewer systems and urban rivers have to face particular difficulties. They need fine-scale (local, short duration) rainfall estimation and nowcasting (= short-term ...
Uncertainty Quantification and Reduction for River Flood Forecasting KU Leuven
Forecasting Wind Resources KU Leuven
Current operational wind resources forecasting models (e.g. used for market bidding strategies or planning of ancillary services), do not consider effects of two-way coupling in large off-shore wind farms. With modern wind turbines reaching capacities of up to 9.5 MW and heights of up to 220m, and considering the planning of large wind farm clusters in Europe's North-Sea region, the inclusion of these effects is important. Currently, neither ...