Projects
Computational multiscale methods: algorithms, analysis and applications KU Leuven
Nowadays, computer simulation is essential to create insight in many scientific domains, due to the availability of advanced numerical methods. However, results from simulation are only as meaningful as the model that was used to describe the system. Many physical, chemical and biological problems have a multiscale nature, and cannot be modeled to sufficient accuracy at the macroscopic scale of interest. At the same time, direct simulation ...
Structure generation with applications in chemistry, mathematics, and teaching Ghent University
The aim of this project is to develop, implement and apply several generation algorithms for combinational structures that are especially interesting in mathematics and chemistry. Furthermore we will extend the software package Grinvin and will continue our support for the applications of this package in teaching at high school and university level.
Structure generation with applications in chemistry, mathematics, and teaching Ghent University
The aim of this project is to develop, implement and apply several generation algorithms for combinatorial structures that are especially interesting in mathematics and chemistry.
Furthermore we will extend the software package Grinvin and will continue our support for the applications of this package in teaching at high school and university level.
Development and validation of methods that reduce the complexity for users and content providers by personalisation algorithms, social networks and user context Ghent University
The enormous offer of audio-visual content on the internet and TV broadcast networks requires new instruments to assist people in selecting the appropriete content. This study handles personalisation systems that recommend audio-visual content according to the individual user profile. Extra dimensions to refine the recommendations are: the time of the day, location, activity of the user, popularity of the content, U+2026
Representation and algorithms for capture, visualization and manipulation of moving 3D objects, subjects and scenes. Hasselt University
Graphs, Association schemes and Geometries: structures, algorithms and computation. Vrije Universiteit Brussel
edges). The vertices can represent places, objects, computers, etc. and two vertices are connected by an
edge if there is a certain relation between them. Graphs can represent computer networks, social networks,
transportation networks, but also language structures, airline routes, power grids, recommendation
...
Algorithms to solve 2D and 3D Irregular Cutting and Packing Problems using a Semi-discrete Representation KU Leuven
Cutting and packing problems, whether in 2D or 3D, involve positioning a set of pieces without overlap within one or more containers. These problems occur in a wide range of industrial applications such as sheet metal and textile cutting, logistics, and additive manufacturing. This thesis provides efficient optimization methods for both 2D and 3D irregular cutting and packing problems using a semi-discrete representation of both the pieces ...
Design of advanced network algorithms and data structures for time-dependent, stochastic and dynamic graphs Ghent University
I intend to study the fundamental properties of time-dependent, stochastic and dynamic graphs and how these can be used to develop new and efficient algorithms. In these graphs, conditions change constantly, resulting in a continuously changing problem setting. Stochastic and time-dependent graphs, like telecommunication networks, social networks and (public) transportation networks, require specialized care to limit complexity and time ...
AI-driven applications in economics and finance: assessment of novel algorithms and data related cybersecurity solutions. KU Leuven
In this PhD, we will concentrate on applications involving economic and financial data sets and time series as well as real-time analysis pipelines, potentially in close collaboration with banking and financial institutions all from an AI-perspective in combination with cybersecurity. As such, the topic embodies AI, Economics and Cybersecurity for which the challenges will be assessed and potential novel solutions will be developed, analyzed ...