Dieuwertje Alblas
Christian Amend
Giacomo Cristinelli
Leonardo del Grande
Sven Dummer
Beerend Gerats
Tjeerd Jan Heeringa
Lucas Jansen Klomp
Floor van Maarschalkerwaart
Nida Mir
Julian Suk
Hannah van Susteren
Johanna Tengler
Mei Vaish
Weihao Yan
Dongwei Ye

PhD Projects

Ongoing PhD / PostDoc Projects


4TU. Precision Medicine
Phd:  Deep Learning for Medical Image Analysis

MSc. Julian Suk

PhD Thesis defence

I will defend my thesis "Geometric deep learning for cardiovascular hemodynamics estimation" on the 28th of May at 16:15 hrs in Waaier 4.

MSc. Julian Suk


PhD - Julian Suk

Postdoc 1:-
Elina Thibeau -Sutre
till 14-1-2024


CSC (China Scholarship Council)
Physics-Informed Machine Learning for the Sensor Data Integration into Digital Twins


PhD - Weihao Yan 

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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 assessment of mathematics
T. Craig, F. Kula, L. Pehlivan, Programme director AM


PhD - Lavinia Lanting - start 1 February 2025


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




Novel geometric deep learning methods for medical image analysis


PhD - Dieuwertje Alblas 




EEMCS theme team proposal: "SEARCH: Searching the perfect one"
(L.Segerink (EE), C. Brune (M), Ni.Strisciuglio (CS))

 -  WP2: Deep manifold learning of cell morphology and motion

PhD - Sven Dummer



 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 

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Fast MRI in prostate cancer


PhD - Nida Mir




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 -

Bayesian learning of latent dynamics in computational physics


Postdoc: Dongwei Ye




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







Finished Ph.D. Projects:

FINISHED PostDoc PROJECTS: