PhD position in numerical analysis for high-dimensional function approximation

Description

Offer Description: There are a lot of algorithms to approximate high-dimensional functions. They often are based on samples. We consider the case in which the sample nodes can be chosen and are interested in worst-case errors of e.g. the L2 error over the unit ball of a weighted Sobolev space of dominating mixed smoothness. We are in particular interested in structured point sets from quasi-Monte Carlo methods. The candidate has a master degree in Mathematical Engineering, Mathematics or Computer Science or equivalent with a strong desire to mathematically analyse when and how a numerical algorithm works. The PhD program in Leuven is a 4 year program. The initial contract is for one year. After nine months the student is evaluated and the outcome determines if the PhD program can be continued. For more information please contact Prof. dr. ir. Dirk Nuyens, mail: [email protected] . Requirements: Research Field Mathematics Education Level Master Degree or equivalent Languages ENGLISH Level Excellent Research Field Mathematics » Computational mathematics Years of Research Experience None Additional Information: Benefits The PhD program in Leuven is a 4 year program. The initial contract is for one year. After nine months the student is evaluated and the outcome determines if the PhD program can be continued. Eligibility criteria The candidate has a master degree in Mathematical Engineering, Mathematics or Computer Science or equivalent with a strong desire to mathematically analyse when and how a numerical algorithm works. Selection process For more information please contact Prof. dr. ir. Dirk Nuyens, mail: [email protected] . Website for additional job details https://www.kuleuven.be/personeel/jobsite/jobs/60771008?hl=en Bando dell'ente: PhD position in numerical analysis for high-dimensional function approximation (ref. BAP-2026-631) Laatst aangepast: 13/10/26 The research fits into the research of NUMA in the research group of Dirk Nuyens which focuses on quasi-Monte Carlo methods for numerical integration and function approximation. Website van de eenheid Project There are a lot of algorithms to approximate high-dimensional functions. They often are based on samples. We consider the case in which the sample nodes can be chosen and are interested in worst-case errors of e.g. the L2 error over the unit ball of a weighted Sobolev space of dominating mixed smoothness. We are in particular interested in structured point sets from quasi-Monte Carlo methods. Profile The candidate has a master degree in Mathematical Engineering, Mathematics or Computer Science or equivalent with a strong desire to mathematically analyse when and how a numerical algorithm works. Offer The PhD program in Leuven is a 4 year program. The initial contract is for one year. After nine months the student is evaluated and the outcome determines if the PhD program can be continued. Interested? For more information please contact Prof. dr. ir. Dirk Nuyens, mail: [email protected]. You can apply for this job no later than December 31, 2026 via the online application tool KU Leuven strives for an inclusive, respectful and socially safe environment. We embrace diversity among individuals and groups as an asset. Open dialogue and differences in perspective are essential for an ambitious research and educational environment. In our commitment to equal opportunity, we recognize the consequences of historical inequalities. We do not accept any form of discrimination based on, but not limited to, gender identity and expression, sexual orientation, age, ethnic or national background, skin colour, religious and philosophical diversity, neurodivergence, employment disability, health, or socioeconomic status. For questions about accessibility or support offered, we are happy to assist you at this email address. Sollicitatieprocedure Arbeidsvoorwaarden Loopbaanmogelijkheden Heb je een vraag over de online sollicitatieprocedure? Raadpleeg onze veelgestelde vragen of stuur een e-mail naar [email protected] Solliciteer voor deze functie av_timer Tewerkstellingspercentage: Voltijds location_city Locatie: Leuven timer Solliciteren tot en met: 31/12/2026 23:59 CET bookmarks Tags: Wiskunde Bekijk functie in het organigram Werken

Sectors

Source

Source: euraxess.ec.europa.eu