IFISC (CSIC-UIB)
Campus Universitat de les Illes Balears
E07122 Palma de Mallorca, Spain
+34-971-171315
klemm()ifisc.uib-csic.es
Research interests:
Complex Networks
Dynamics of Genetic Regulation
Energy landscapes
Sociophysics
Unsupervised and Reinforcement Learning
Neuroscience
submitted papers
papers in press
published papers
Konstantin Klemm and Nagi Khalil, Altruism in populations at the extinction transition,
Physical Review Research 2, 013374 (1-13) (2020), arXiv:1906.04202 [q-bio.PE]
Erik A. Martens and Konstantin Klemm, Cyclic structure induced by load fluctuations in adaptive transportation networks,
Progress in Industrial Mathematics at ECMI, Mathematics in Industry 30, 147-155 (2019), arXiv:1810.10049 [nlin.AO]
Haleh Ebadi, Michael Perry, Keith Short, Konstantin Klemm, Claude Desplan, Peter F. Stadler, Anita Mehta, Patterning the insect eye: from stochastic to deterministic mechanisms,
PLoS Computational Biology 14, e1006363 (2018), arXiv:1704.02379 [q-bio.CB]
Albert Cabot, Fernando Galve, Victor Eguiluz, Konstantin Klemm, Sabrina Maniscalco, and Roberta Zambrini, Unveiling noiseless clusters in complex quantum networks,
npj Quantum Information 4, 57 (2018), publisher's page
Konstantin Klemm, Anita Mehta, Peter F. Stadler, Cover-Encodings of Fitness Landscapes,
Bulletin of Mathematical Biology 80, 2154-2176 (2018), arXiv:1806.05248 [cond-mat.dis-nn]
Erik A. Martens and Konstantin Klemm, Transitions from Trees to Cycles in Adaptive Flow Networks,
Frontiers in Physics 5, 62 (2017), arXiv:1711.00401 [nlin.AO]
Leo Speidel, Konstantin Klemm, Victor M. Eguiluz, Naoki Masuda, Temporal interactions facilitate endemicity in the susceptible-infected-susceptible epidemic model,
New J. Phys. 18, 073013 (2016), arXiv:1602.00859 [physics.soc-ph]
Toni Perez, Konstantin Klemm, Victor M. Eguiluz, Competition in the presence of aging: dominance, coexistence, and alternation between states,
Scientific Reports 6, 21128 (2016), arXiv:1506.08045 [physics.soc-ph]
Stephanie Keller-Schmidt, Murat Tugrul, Victor M. Eguiluz, Emilio Hernandez-Garcia, Konstantin Klemm, Anomalous scaling in an age-dependent branching model,
Phys. Rev. E 91, 022803 (2015), arXiv:1012.3298 [q-bio.PE]
Haleh Ebadi, Konstantin Klemm, Boolean networks with veto functions,
Phys. Rev. E 90, 022815 (2014), arXiv:1405.3669
Naoki Masuda, Konstantin Klemm, Victor M. Eguiluz, Temporal networks: slowing down diffusion by long lasting interactions,
Phys. Rev. Lett. 111, 188701 (2013), arXiv:1305.2938 [physics.soc-ph]
Nico Scherf, Thomas Zerjatke, Konstantin Klemm, Ingmar Glauche and Ingo Roeder, Beyond genealogies: mutual information of causal paths to analyse single cell tracking data,
Proc IEEE Int Symp Biomed Imaging 2013, 440-443 (2013).
Konstantin Klemm, Searchability of central nodes in networks,
Journal of Statistical Physics 151, 707-719 (2013), arXiv:1302.4572 [physics.soc-ph]
Gunnar Boldhaus, Florian Greil, Konstantin Klemm, Prediction of lethal and synthetically lethal knock-outs in regulatory networks,
Theory in Biosciences 132, 17-25 (2013), arXiv:1108.6062 [q-bio.MN]
Fakhteh Ghanbarnejad, Konstantin Klemm, Impact of individual nodes in Boolean network dynamics,
EPL 99:58006 (2012),
arXiv:1111.5334 [q-bio.MN]
Konstantin Klemm, Anita Mehta, Peter F. Stadler, Landscape encoding: faster optimization in larger spaces,
PLoS One 7, e34780 (2012),
arXiv:1104.5024v1 [cond-mat.dis-nn]
Konstantin Klemm, M. Angeles Serrano, Victor M. Eguiluz, Maxi San Miguel, A measure of individual role in collective dynamics,
Scientific Reports 2, 292 (2012), arXiv:1002.4042 [physics.soc-ph]
Fakhteh Ghanbarnejad, Konstantin Klemm, Stability of Boolean and continuous dynamics,
Physical Review Letters 107, 188701 (2011),
arXiv:1103.4490 [physics.bio-ph]
Thomas Skodawessely, Konstantin Klemm, Finding attractors in asynchronous Boolean dynamics,
Advances in Complex Systems 14, 439 (2011), arXiv:1008.3851v1 [cond-mat.dis-nn]
Martin Mann, Konstantin Klemm, Efficient exploration of energy landscapes,
Physical Review E 83, 011113 (2011), arXiv:0910.2559 [q-bio.MM]
Gunnar Boldhaus, Konstantin Klemm, Regulatory networks and connected components of the neutral space,
Eur. Phys. J. B 77, 233 (2010), arXiv:0904.4843v1 [q-bio.MN]
Gunnar Boldhaus, Nils Bertschinger, Johannes Rauh, Eckehard Olbrich, Konstantin Klemm, Robustness of Boolean dynamics under knockouts,
Phys. Rev. E 82, 021916 (2010), arXiv:1003.0104 [q-bio.MN]
Christoph Flamm, Alexander Ullrich, Heinz Ekker, Martin Mann, Daniel Högerl, Markus Rohrschneider, Sebastian Sauer, Gerik Scheuermann, Konstantin Klemm, Ivo L. Hofacker, Peter F. Stadler, Evolution of Metabolic Networks: A Computational Framework, J. Syst. Chem 1, 4 (2010).
Emilio Hernandez-Garcia, Murat Tugrul, E. Alejandro Herrada, Victor M. Eguiluz, Konstantin Klemm, Simple models for scaling in phylogenetic trees,
International Journal of Bifurcation and Chaos 20, 805-811 (2010). arxiv:0810.3877
Philipp-Jens Ostermeier, Marc Hellmuth, Konstantin Klemm, Josef Leydold, Peter F. Stadler, A Note on Quasi-Robust Cycle Bases,
Ars Mathematica Contemporanea 2, 231-240 (2009).
Open access at publisher's page.
M. Angeles Serrano, Konstantin Klemm, Federico Vazquez, Victor M. Eguiluz, Maxi San Miguel, Conservation laws for voter-like models on random directed networks,
JSTAT (2009) P10024, arXiv:0902.1769 [cond-mat.dis-nn]
Markus Riester, Peter F. Stadler, Konstantin Klemm, FRANz: Reconstruction of wild multi-generation pedigrees, Bioinformatics 25, 2134 (2009),
Software
proceedings version (GCB2008): Lecture Notes in Informatics P-136, 168 (2008).
E. Alejandro Herrada, Claudio J. Tessone,
Konstantin Klemm, Victor M. Eguiluz,
Emilio Hernandez-Garcia, Carlos M. Duarte, Universal scaling in the branching of the Tree of Life, PLoS ONE 3(7): e2757 (2008),
arxiv:0807.4042 [q-bio.PE].
K. Klemm, V. M. Eguiluz, M. San Miguel, Analysis of attachment models for directory and file trees,
Physica D 224, 149 (2006)
J. C. Gonzalez-Avella, V. M. Eguiluz, M. G. Cosenza, K. Klemm, J. L. Herrera, M. San Miguel, Local versus global interactions in nonequilibrium transitions: A model of social dynamics,
Phys. Rev. E 73, 046119 (2006),
cond-mat/0601340
Konstantin Klemm, Peter F. Stadler, Statistics of cycles in large networks,
Phys. Rev. E 73, 025101(R) (2006),
cond-mat/0506493
Konstantin Klemm, Stefan Bornholdt, Topology of biological networks and reliability of information
processing,
Proc. Natl. Acad. Sci. USA 102, 18414 (2005),
q-bio/0409022
Konstantin Klemm, Stefan Bornholdt, Stable and unstable attractors in Boolean networks,
Phys. Rev. E 72, 055101(R) (2005),
cond-mat/0411102
Maxi San Miguel, Victor M. Eguiluz, Raul Toral, Konstantin Klemm, Binary and Multivariate Stochastic Models of Consensus Formation,
Computing in Science and Engineering 7, 67 (2005),
physics/0507201
Konstantin Klemm, Victor M. Eguiluz, Maxi San Miguel, Scaling in the structure of directory trees in a computer cluster,
Phys. Rev. Lett. 95, 128701 (2005),
cond-mat/0403239
Konstantin Klemm, Victor M. Eguiluz, Raul Toral, Maxi San Miguel, Globalization, polarization and cultural drift,
Journal of Economic Dynamics and Control 29, 321 (2005)
Konstantin Klemm, Victor M. Eguiluz, Raul Toral, Maxi San Miguel, Role of dimensionality in Axelrod's model for the dissemination of culture,
Physica A 327, 1 (2003)
Victor M. Eguiluz, Emilio Hernandez-Garcia, Oreste Piro, Konstantin Klemm Effective dimensions and percolation in hierarchically structured scale-free networks,
Phys. Rev. E 68, 055102(R) (2003),
cond-mat/0302515
Konstantin Klemm, Victor M. Eguiluz, Raul Toral, Maxi San Miguel, Global culture: A noise-induced transition in finite systems,
Phys. Rev. E 67, 045101(R) (2003),
cond-mat/0205188
Konstantin Klemm, Victor M. Eguiluz, Raul Toral, Maxi San Miguel, Nonequilibrium transitions in complex networks: a model of social interaction,
Phys. Rev. E 67, 026120 (2003),
cond-mat/0210542
Victor M. Eguiluz, Konstantin Klemm, Epidemic threshold in structured scale-free networks,
Phys. Rev. Lett. 89, 108701 (2002),
cond-mat/0205439
Konstantin Klemm, Victor M. Eguiluz, Growing scale-free networks with small-world behavior,
Phys. Rev. E 65, 057102 (2002),
cond-mat/0107607
Konstantin Klemm, Preben Alstrøm, Emergence of memory,
Europhys. Lett. 59, 662 (2002),
cond-mat/0211122
Konstantin Klemm, Stefan Bornholdt, and Heinz Georg Schuster, Beyond Hebb: XOR and biological learning,
Phys. Rev. Lett. 84, 3013-3016 (2000),
adap-org/9909005
miscellaneous
Konstantin Klemm, Victor M. Eguiluz, Raul Toral, Maxi San Miguel, Cultural transmission and optimization dynamics, cond-mat/0210173
Konstantin Klemm, Stefan Bornholdt, Robust gene regulation:
Deterministic dynamics from asynchronous networks with delay, q-bio/0309013
Stephanie Keller-Schmidt, Nicolas Wieseke, Konstantin Klemm,
Martin Middendorf, Evaluation of Host Parasite Reconciliation Methods using a new Approach for
Cophylogeny Generation,
working paper
BIONF 11-013