Netherlands: PhD position in Biomedical Engineering and Computational Science

A joint 4 year full-funded PhD position is available between the Cardiovascular Biomechanics group and Computational Science group at TU Eindhoven. The position on “Credible hybrid AI-mechanistic models for clinical decision-making: unveiling the untapped potential of sensitivity analysis methods” will be jointly supervised by Wouter Huberts (Biomedical Engineering) and Jemima Tabeart (Mathematics). Candidates with a strong applied Mathematics background and a Master’s degree in a numerate subject (e.g. Mathematics, Biomedical Engineering, Mechanical Engineering, Physics) are encouraged to apply.

The project will develop hybrid models that combine physics with learned personalised parameters to enable safe weaning of patients from ventilators. The successful candidate will work with, and develop advanced experimental data sets, conduct simulation and data assimilation studies, and design novel sensitivity analysis and uncertainty quantification measures. The project will be closely connected to clinical practice and includes collaboration with clinicians and interdisciplinary experts. Prior knowledge of biomechanical modelling and/or AI/hybrid modeling approaches is beneficial but not mandatory.

Applications will be considered as soon as they are received. The procedure may be closed earlier than the final application date (August 31, 2026). Some flexibility in the starting date of the position is possible, with an ideal starting date before October 2026. Full information can be found at

https://www.tue.nl/en/working-at-tue/vacancy-overview/phd-in-credible-hybrid-ai-mechanistic-models-for-clinical-decision-making-unveiling-the-untapped-potential-of-sensitivity-analysis-methods

and inquiries can be directed to Jemima Tabeart at j.m.tabeart@tue.nl