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KU Leuven

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PhD in Numerical Analysis for High-Dimensional Function Approximation KU Leuven in Belgium

Degree Level

PhD

Field of study

Computer Science

Funding

PhD program in Leuven is a 4-year program. Initial contract is for one year, with evaluation after nine months to determine continuation.

Deadline

Dec 31, 2026

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Country

Belgium

University

KU Leuven

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Keywords

Computer Science
Mathematics
Numerical Analysis
Engineering Mathematics
Statistics

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About this position

KU Leuven is advertising a PhD position in numerical analysis for high-dimensional function approximation within the research of NUMA in the group of Dirk Nuyens. The project focuses on quasi-Monte Carlo methods for numerical integration and function approximation, especially for high-dimensional problems where sample nodes can be chosen strategically to reduce worst-case error.

The research interest includes error analysis over the unit ball of a weighted Sobolev space of dominating mixed smoothness, with particular attention to structured point sets from quasi-Monte Carlo methods. This is a mathematically oriented PhD for candidates interested in the theory behind numerical algorithms and approximation methods.

Eligibility: applicants should have a master degree in Mathematical Engineering, Mathematics, Computer Science, or equivalent, and a strong desire to mathematically analyse when and how numerical algorithms work.

Funding and duration: the PhD program in Leuven is a 4-year program. The initial contract is for one year, and after nine months the student is evaluated to decide whether the PhD can continue.

Location: Leuven, Belgium.

Application deadline: 31 December 2026, via the online application tool on the KU Leuven job site.

Contact person: Prof. dr. ir. Dirk Nuyens ([email protected]).

Funding details

PhD program in Leuven is a 4-year program. Initial contract is for one year, with evaluation after nine months to determine continuation.

What's required

Master degree in Mathematical Engineering, Mathematics, Computer Science, or equivalent; strong desire to mathematically analyse when and how a numerical algorithm works.

How to apply

Apply online via the KU Leuven application tool no later than 31 December 2026. For questions, contact Prof. dr. ir. Dirk Nuyens by email.

More information can be found here

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