Research Foci
- Inverse Problems
- Mathematical Imaging
- Medical Imaging
- Mathematical Modelling and Simulation in Biomedicine
- Partial Differential Equations
Research AG Imaging
Projects
- Nonlocal Methods for Arbitrary Data Sources – NoMADS ()
EU-Project Hosted outside University of Münster: EU H2020 - Marie Skłodowska-Curie Actions - Research and Innovation Staff Exchange | Project Number: 777826 - Verbundprojekt MED4D: Dynamische Medizinische Bildgebung: Modellierung und Analyse medizinischer Daten für verbesserte Diagnose, Überwachung und Arzneimittelentwicklung – MED4D ()
Participation in Federally Funded Joint Project: Bundesministerium für Forschung, Technologie und Raumfahrt | Project Number: 05M16PMB - EXC 1003 C5 - Whole-Body Imaging of Awake Organisms ()
Subproject in DFG-Joint Project Hosted at University of Münster: DFG - Exzellenzcluster | Project Number: EXC1003/1 - EXC 1003 A6 - Motion Analysis in Cellular Systems ()
Subproject in DFG-Joint Project Hosted at University of Münster: DFG - Exzellenzcluster | Project Number: EXC1003/1 - EXC 1003 B2 - Regulation of Vascular Permeability and Leukocyte Extravasation ()
Subproject in DFG-Joint Project Hosted at University of Münster: DFG - Exzellenzcluster | Project Number: EXC1003/1 - Variational Methods for Dynamic Inverse Problems in the Life Sciences – LifeInverse ()
EU-Project Hosted at University of Münster: EU FP 7 - ERC Consolidator Grants | Project Number: 615216 - SPP 1798 - subproject: CoS-MRXI - Compressed sensing for magnetorelaxometry imaging of magnetic nanoparticles – CoS-MRXI ()
Subproject in DFG-Joint Project Hosted outside University of Münster: DFG - Schwerpunktprogramm | Project Number: BU 2327/12-1 - DAAD Exchange Service: PPP Finnland 2017: Bayesian Inverse Problems in Banach Space ()
Individual Granted Project: Deutscher Akademischer Austauschdienst | Project Number: 57348219 - DAAD Exchange Service: PPP Finnland 2015 - Bayesian Inverse Problems in Banach Space ()
Individual Granted Project: Deutscher Akademischer Austauschdienst | Project Number: 57162894 - Inverse Problems for Drift-Diffusion Equations with Applications to Chemotaxis and Synthetic Nanopores
()
Individual Granted Project: Daimler und Benz Stiftung | Project Number: 32-09/12 - CRC 656 B02 - PET reconstructions of thin structures and their validation – SFB 656 B02 ()
Subproject in DFG-Joint Project Hosted at University of Münster: DFG - Sonderforschungsbereich - EXC 1003 FF-2014-06 – Analysis of cell-cell interactions during neuronal migration in the developing cortex by live cell imaging and cell shape quantification ()
Subproject in DFG-Joint Project Hosted at University of Münster: DFG - Exzellenzcluster - Verbundprojekt 05M2013 - HYPERMATH: Hyperspectral Imaging: mathematische Methoden für Innovationen in der Medizin und Industrie – HYPERMATH ()
Participation in Federally Funded Joint Project: Bundesministerium für Forschung, Technologie und Raumfahrt | Project Number: 05M13PMC - Direkte und Inverse Probleme nichtlinearer Drift-Diffusionsgleichungen
()
Own Resources Project - First Applied Mathematics Symposium Münster "Variational Methods for Dynamics Inverse Problems and Imaging" ()
Scientific Event: Teilnahmebeiträge/Tagungsgebühren - Summerschool on Inverse Problems, Münster, 22.-25.09.2015 ()
Scientific Event: Teilnahmebeiträge/Tagungsgebühren - "Sparsity constrained inversion with tomographic applications" ()
Individual Granted Project: DFG - Sachbeihilfe/Einzelförderung | Project Number: BU 2327/6 - Multiscale simulation of ion transport through biological and synthetic channels ()
Individual Granted Project: VolkswagenStiftung | Project Number: I/83 928 - SPP 1253 Optimization with Partial Differential Equitations - Optimal control of self-consistent classical and quantum particle systems ()
Subproject in DFG-Joint Project Hosted outside University of Münster: DFG - Schwerpunktprogramm | Project Number: 569012 - Multiscale Methods for l1-type regularizations ()
Participation in other joint Project: Deutscher Akademischer Austauschdienst - Nonlinear mass-preserving registration for magnetic resonance imaging (MRI) and positron emission tomography (PET) ()
Individual Granted Project: DFG - Sachbeihilfe/Einzelförderung | Project Number: BU 2327/8-1 - Regularization with singular energies ()
Individual Granted Project: DFG - Sachbeihilfe/Einzelförderung | Project Number: BU 2327/2-1 - Verbundprojekt INVERS: Teilprojekt TV-Regularisierung, Segmentierung und Cartoon-Rekonstruktion in der Nanoskopie ()
Participation in Federally Funded Joint Project: Bundesministerium für Forschung, Technologie und Raumfahrt | Project Number: 03BUPAH3 - Computational methods for identifying ischemic heart disease ()
Participation in other joint Project: Deutscher Akademischer Austauschdienst - CRC 656 PM06 - Nonlinear Variational Model for Improved Quantification of Myocardial Blood Flow using Dynamic H215O-PET ()
Subproject in DFG-Joint Project Hosted at University of Münster: DFG - Sonderforschungsbereich
Articles
- Haidl, M, Steuwer, M, Dirks, H, Humernbrum, T, and Gorlatch, S. . “Towards Composable GPU Programming: Programming GPUs with Eager Actions and Lazy Views.” in Proceedings of the 8th International Workshop on Programming Models and Applications for Multicores and Manycores, edited by Q Chen and Z Huang. New York, NY: ACM Press. doi: 10.1145/3026937.3026942.
- Burger, M., Lorz, A., and Wolfram, M. . “Balanced growth path solutions of a Boltzmann mean field game model for knowledge growth.” Kinetic and Related Models 10 (1): 117–140. doi: 10.3934/krm.2017005.
- Neugebauer, F, Möddel, G, Rampp, S, Burger, M, and Wolters, C. . “The effect of head model simplification on beamformer source localization.” Frontiers in Neuroscience 11 (625). doi: 10.3389/fnins.2017.00625.
- Berendsen, J., Burger, M., and Pietschmann, J.-F. . “On a cross-diffusion model for multiple species with nonlocal interaction and size exclusion.” Nonlinear Analysis 159.
- Egger, H., Pietschmann, J.-F., and Schlottbom, M. . “On the uniqueness of nonlinear diffusion coefficients in the presence of lower order terms.” Inverse Problems 33. doi: 10.1088/1361-6420/aa8cae.
- Brinkmann, Eva-Maria, Burger, Martin, Rasch, Julian, and Sutour, Camille. . “Bias-Reduction in Variational Regularization.” Journal of Mathematical Imaging and Vision Special Issue MIA 2016.
- Mannweiler, D., Suhr, S., Modersitzki, J., and Burger, M. . “Variational method for motion corrected reconstruction with MRI information in positron emission tomography.” in Vol. null of IEEE Nuclear Science Symposium and Medical Imaging Conference Wiley-IEEE Press. doi: 10.1109/NSSMIC.2015.7582045.
- Burger, M., Gilboa, G., Moeller, M., Eckardt, L., and Cremers, D. . “Spectral decompositions using one-homogeneous functionals.” SIAM Journal on Imaging Sciences 9 (3): 1374–1408. doi: 10.1137/15M1054687.
- Burger, M., Rossmanith, C., and Zhang, X. . “Simultaneous reconstruction and segmentation for dynamic SPECT imaging.” Inverse Problems 32 (10). doi: 10.1088/0266-5611/32/10/104002.
- Burger, M., Lorz, A., and Wolfram, M. . “On a Boltzmann mean field model for knowledge growth.” SIAM Journal on Applied Mathematics 76 (5): 1799–1818. doi: 10.1137/15M1018599.
Supervised Postdoctoral Study
Supervised Doctoral Studies
- Foecke, Janic (): Image Reconstruction in MRXI
- Supervisor
- Burger, Martin
- Frerking, Lena (): Variational Methods for Direct and Indirect Tracking in Dynamic Imaging
- Supervisor
- Burger, Martin
- Lucka, Felix (): Bayesian Inversion in Biomedical Imaging
- Supervisor
- Burger, Martin
- Wagner, Sven (): Optimizing tCS and TMS multi-sensor setups using realistic head models
- Supervisors
- Wolters CH
- Burger M
- Wagner, Sven (): Optimizing tCS and TMS multi-sensor setups using realistic head models
- Supervisor
- Burger, Martin
- Wagner, Sven (): Optimizing tCS and TMS multi-sensor setups us-ing realistic head models
- Supervisors
- Wolters, Carsten
- Burger, Martin
- Dirks, Hendrik (): Variational Methods for Joint Motion Estimation and Image Reconstruction
- Supervisor
- Burger, Martin
- Suhr, Sebastian (): Variational Methods for Combined Image and Motion Estimation
- Supervisor
- Burger, Martin
- Lucka, Felix (): Bayesian Inversion in Biomedical Imaging
- Supervisor
- Burger, Martin
- Lucka, Felix (): Bayesian Inversion in Biomedical Imaging
- Supervisors
- Burger, Martin
- Wolters, Carsten
- Heins, Pia (): Reconstruction Using Local Sparsity - A Novel Regularization Technique and an Asymptotic Analysis of Local Sparsity Priors
- Supervisor
- Burger, Martin
- Lanfer, Benjamin (): Automatic Generation of Volume Conductor Models of the Human Head for EEG Source Analysis
- Supervisors
- Wolters, Carsten
- Burger, Martin
- Jan Hegemann (): Efficient Evolution Algorithms for Embedded Interfaces
- Supervisor
- Burger, Martin
- Müller, Jahn Philipp (): Advanced Image Reconstruction and Denoising: Bregmanized (Higher order) Total Variation and Application in PET
- Supervisor
- Burger, Martin
- Fouego Awounkeng, Marcisse (): Optimal Control of Transient Drift-Diffusion and Nonlinear Schrödinger-Poisson Problems
- Supervisor
- Burger, Martin
- Louise Reips (): Parameter Identification in Medical Imaging
- Supervisor
- Burger, Martin
- Ruthotto, Lars (): Hyperelastic Image Registration - Theory, Numerical Mehods, and Applications
- Supervisor
- Burger, Martin
- Möller, Michael (): Multiscale Methods for (Generalized) Sparse Recovery and Applications in High Dimensional Imaging
- Supervisor
- Burger, Martin
- Franek, Marzena (): Variational Methods using Transport Metrics and Applications
- Supervisor
- Burger, Martin
- Sawatzky, Alex (): (Nonlocal) Total Variation in Medical Imaging
- Supervisor
- Burger, Martin
- Meuth, Patrick (): Thalamic neurons in silico
- Benning, Martin (): Singular Regularization of Inverse Problems: Bergman Distances and their Applications to Variational Frameworks with Singular Regularization Energies
- Supervisor
- Burger, Martin
- Schlake, Bärbel (): Mathematical Models for Particle Transport: Crowded Motion
- Supervisor
- Burger, Martin
- Brune, Christoph (): 4D Imaging in Tomography and Optical Nanoscopy
- Supervisor
- Burger, Martin
- Kattrin Arning (): Mathematical Modelling and Simulation of Ion Channels
- Supervisor
- Burger, Martin
- Marie-Therese Wolfram (): Forward and Inverse Solvers for Electrodiffusion Systems
- Supervisor
- Burger, Martin
- Hackl, Benjamin (): Shape Variations, Level Set and Phase-field Methods for Perimeter Regularized Geometric Inverse Problems
- Supervisor
- Burger, Martin