Dr. Michael Habeck | |||||||||
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Research statement |
I develop Bayesian statistical methods, with application to structural biology and biological physics. I also maintain interests in various related areas of statistical physics and biology, including statistical analysis of biomolecular structures and sequences, probability theory, machine learning, image processing and Bayesian computation. |
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Professional positions
Education
Funding
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Publications |
Full publication list at google scholar Selected publications:
2017
Data-driven coarse graining of large biomolecular structures. Chen YL, Habeck M PloS One 2017; 12(8): e0183057 doi:10.1371/journal.pone.0183057
Bayesian modeling of biomolecular assemblies with Cryo-EM maps.
Habeck M Frontiers in Molecular Biosciences 2017; 4: 15 doi:10.3389/fmolb.2017.00015
2016
Inferential structure determination of chromosomes from single-cell Hi-C data. Carstens S, Nilges M, Habeck M PLoS Computational Biology 2016; 12(12): e1005292 doi:10.1371/journal.pcbi.1005292 A probabilistic model for detecting rigid domains in protein structures. Nguyen, T, Habeck M Bioinformatics 2016; 32(17): i710-i717 doi:10.1093/bioinformatics/btw442 2015 Bayesian inference of initial models in cryo-electron microscopy using pseudo-atoms. Joubert P, Habeck M Biophysical Journal 2015; 108(5): 1165-1175 doi:10.1016/j.bpj.2014.12.054 Hybrid structure of the type 1 pilus of uropathogenic Escherichia coli. Habenstein B, Loquet A, ..., Habeck M*, Lange A* Angewandte Chemie 2015; 127(40): 11857-11861 doi:10.1002/ange.201505065 2014 Bayesian approach to inverse statistical mechanics. Habeck M Physical Review E 2014; 89(5): 052113 doi:10.1103/PhysRevE.89.052113 2013 Estimation of interaction potentials through the configurational temperature formalism. Mechelke M, Habeck M Journal of Chemical Theory and Computation 2013; 9(12): 5685-5692. doi:10.1021/ct400580p 2005 Inferential structure determination. Rieping W*, Habeck M*, Nilges M Science 2005; 309: 303-6 doi:10.1126/science.1110428 |
Courses |
Sommersemester 2013 |