Projects | Mathematical Analysis, Geometry, Numerics and Systems

Ongoing PhD / PostDoc Projects

CSC (China Scholarship Council) Error Analysis of Discontinuous Galerkin Finite Element. Discretizations of the Time-Harmonic Maxwell Equations with Minimal Smoothness Requirements	- Kaifang Liu	MAGNUS-MACS
RU2795 Synapsen unter Stress: akute Veränderungen durch mangelnde Energiezufuhr an glutamatergen Synapsen - The tripartite synapse during metabolic stress	- Hannah van Susteren	MAGNUS-MIA & TNW-CNPH
EEMCS Incentive grant: Automated assessment of mathematics T. Craig, F. Kula, L. Pehlivan, Programme director AM	- Lavinia Lanting -	MAGNUS- MIA
Control in infinite-dimensional systems theory	- Philip Preußler	MAGNUS-MAST
Continuum Analysis of Geometric Machine Learning Methods	Johanna Tengler	MAGNUS-MIA
Deep Learning of PDEs and Inverse Problems via Optimal Transport	Floor van Maarschalkerwaart	MAGNUS-MIA
Infinite-dimensional optimization for theoretical machine learning: SPOT: Sparsity Promoting Optimal Transport regularization for superresolution and data-driven models	- Leonardo del Grande	MAGNUS-MIA
Mathematical shape analysis	- Giacomo Cristinelli	MAGNUS-MIA
EEMCS theme team proposal: "Physics-preserving model-order reduction for fluid-mechanical systems using real-world data" (Federico Califano (EE), Nicola Strisciuglio (CS), Silke Glas (M))	- Michel Nikken	MAGNUS-MAST
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 I will defend my thesis "Deep Learning with Infinite-Dimensional Priors" 25 March 2026 14:30 Hours @ Waaier building MSc. Sven Dummer	- Sven Dummer	MAGNUS-MIA
HORIZON-MSCA ModConFlex (Modelling and control of flexible structures interacting with fluids) WP 3: Analysis and Control of nD flexible systems.	- Phillipo Testa	MAGNUS-MAST
VASCUL-AID (Horizon Europe) WP 3 & 4: Novel geometric deep learning methods for patient-specific risk assessment and progression of cardiovascular diseases based on multimodal imaging techniques	- Patryk Rygiel	MAGNUS-MIA
Fast MRI in prostate cancer	- Nida Mir	MAGNUS-MIA/ TNW-MD&
PROPEL (Personalized Robotic surgery Optimization through Precision and Enhanced ModeLing) Surrogate Modeling of Musculoskeletal Systems Using Artificial Neural Networks	- Linda ten Klooster	MAGNUS-MIA/ & ET-BE-BDDP
(CSER.JCER.037) Accurate and efficient computation of the optical properties of Nanostructures for improved Photovoltaics	- Lars Corbijn van Willenswaard	MAGNUS- MACS
DeepNL - Comprehensive monitoring and prediction of seismicity within the Groningen gas field using large scale field observations WP2: Model Order reduction for seismic imaging	- M. Hamza Khalid	MAGNUS- MACS
Density interpolation methods for the fast and high-order evaluation of volume potentials in complex geometries (NWO - M programme)	- Juan S. Burbano Gallegos	MAGNUS-MACS
How Many Trajectories do we Need to Describe a Dynamics -CURVE ENSEMBLE	- Christian Amend	MAGNUS-MIA
Little things make big things happen: Model reduction on manifolds of port-Hamiltonian systems (NWO - M programme)	- Benjamin Minogue	MAGNUS-MAST
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	- Mei Vaish	MAGNUS-MIA
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-	- Lucas Jansen Klomp	MAGNUS-MIA & TNW -DBE
University of Twente, NWO via the TKI programme High Tech Systems and Materials) and by Malvern Panalytical X-ray metrology for academia and industry - DART	- Niek Lokhorst	MAGNUS-MACS & T&S-XUV
Model Reduction on Manifolds	- Hongliang Mu	MAGNUS-MAST
Physics-Informed Machine Learning - Scalable & Provable Correct Manifold Learning of Latent Dynamics	- Tjeerd Jan Heeringa	MAGNUS-MIA
Scene Understanding in Operating Room Videos	- Beerend Gerats	MAGNUS-MIA
Hybrid model- and data-driven neural operators for acoustic inverse problems	- Postdoc Sven Dummer	MAGNUS-MIA