PhD Projects

RU2795  Synapsen unter Stress: akute Veränderungen durch mangelnde Energiezufuhr an glutamatergen Synapsen
 - The tripartite synapse during metabolic stress

PhD - Hannah van Susteren 

EEMCS Incentive grant:
Automated and alternate assessment in mathematics
T. Craig, F. Kula, L. Pehlivan, Programme director AM

PhD - Lavinia Lanting - 

Continuum Analysis of Geometric Machine Learning Methods

PhD Johanna Tengler 

Deep Learning of PDEs and Inverse Problems via Optimal Transport

PhD - Floor van Maarschalkerwaart 

Infinite-dimensional optimization for theoretical machine learning:
SPOT: Sparsity Promoting Optimal Transport regularization for superresolution and data-driven models

PhD - Leonardo del Grande 

 Mathematical shape analysis

PhD - Giacomo Cristinelli

 VASCUL-AID (Horizon Europe)
Novel geometric deep learning methods for patient-specific risk assessment and progression of cardiovascular diseases based on multimodal imaging techniques

PhD - Patryk Rygiel 

PROPEL (Personalized Robotic surgery Optimization through Precision and Enhanced ModeLing)

Surrogate Modeling of Musculoskeletal Systems Using Artificial Neural Networks

Postdoc project

PhD - Linda ten Klooster

Postdoc: Alina Dima

LTP ROBUST KICH3.LTP.20.006 LAB “HealthyAI” Siemens Healthineers project:  Model-Driven Artificial Intelligence in Medical Image Analysis - Generalisation and Robustness of Deep Learning Methods by Exploiting Structural Priors

PhD - Mei Vaish

How Many Trajectories do we Need to Describe a Dynamics -CURVE ENSEMBLE

PhD - Christian Amend 

Single Cell Microgel embedded iPS-cells to map molecular variability of cell differentiation using a systems biology approach (SCI-MAP) (ENW Groot) -

Computational Systems Biology-

PhD - Lucas Jansen Klomp 

Physics-Informed Machine Learning -

Scalable & Provable Correct Manifold Learning of Latent Dynamics

PhD - Tjeerd Jan Heeringa

Scene Understanding in Operating Room Videos

PhD - Beerend Gerats

Hybrid model- and data-driven neural operators for acoustic inverse problems 

Postdoc: Sven Dummer

AI for EVAR: Optimizing treatment, patient information and follow-up of abdominal aneurysms

Postdoc: Amin Ranem