
Johannes Berg
Statistical physics of biological systems
- cancer evolution
- evolution of cancer drug resistance
Disordered systems
- inverse Ising problem
- statistical physics of inference
Stochastic systems
- network inference
- stochastic population dynamics
Selected publications
-
Characterizing Evolutionary Dynamics Reveals Strategies to Exhaust the Spectrum of Subclonal Resistance in EGFR-Mutant Lung Cancer,
N. Müller, (...), J. Berg, and J. Brägelmann, Cancer Research 83 (15): 2471–2479 (2023) -
Inverse statistical problems: from the inverse Ising problem to data science,
H.C. Nguyen, R. Zecchina and J. Berg, Advances in Physics, 66 (3), 197-261 (2017) -
Dynamic BMP signaling polarized by Toll patterns the dorsoventral axis in a hemimetabolous insect,
L. Sachs, Y.-T. Chen, A. Drechsler, J. A. Lynch, K. A. Panfilio, M. Lässig, J. Berg, and S. Roth, eLIFE 4:e05502 (2015) -
What makes the lac-pathway switch: identifying the fluctuations that
trigger phenotype switching in gene regulatory systems,
P. Bhogale, R. Sorg, J.-W. Veening, J. Berg, Nucleic Acids Research 42 (18),11321–11328 (2014) - Mean-field theory for the inverse Ising problem at low temperatures, H.C. Nguyen and J. Berg, Phys. Rev. Lett. 109, 050602 (2012)
Contact
Prof. Dr. Johannes Berg
Institute for
Biological Physics
University of Cologne
Zülpicher Straße 77
50937 Köln, Germany
Tel.: +49 (221) 470 3286
Fax.: +49 (221) 470 1055
Office: 207
bergj_at_uni-koeln.de
Hours by appointment; Sprechstunde nach Vereinbarung
Impressum
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