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173 Publications
2018 | Journal Article | IST-REx-ID: 457
Phage-host population dynamics promotes prophage acquisition in bacteria with innate immunity
M. Pleska, M. Lang, D. Refardt, B. Levin, C.C. Guet, Nature Ecology and Evolution 2 (2018) 359–366.
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M. Pleska, M. Lang, D. Refardt, B. Levin, C.C. Guet, Nature Ecology and Evolution 2 (2018) 359–366.
2018 | Journal Article | IST-REx-ID: 543 |

Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkačik, PNAS 115 (2018) 186–191.
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M.J. Chalk, O. Marre, G. Tkačik, PNAS 115 (2018) 186–191.
2018 | Research Data | IST-REx-ID: 5584 |

Nonlinear decoding of a complex movie from the mammalian retina
S. Deny, O. Marre, V. Botella-Soler, G.S. Martius, G. Tkačik, (2018).
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S. Deny, O. Marre, V. Botella-Soler, G.S. Martius, G. Tkačik, (2018).
2018 | Research Data | IST-REx-ID: 5587 |

Supporting materials "STATISTICAL MECHANICS FOR METABOLIC NETWORKS IN STEADY-STATE GROWTH"
D. De Martino, G. Tkačik, (2018).
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D. De Martino, G. Tkačik, (2018).
2018 | Journal Article | IST-REx-ID: 161 |

Statistical mechanics for metabolic networks during steady state growth
D. De Martino, A.A. Mc, T. Bergmiller, C.C. Guet, G. Tkačik, Nature Communications 9 (2018).
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D. De Martino, A.A. Mc, T. Bergmiller, C.C. Guet, G. Tkačik, Nature Communications 9 (2018).
2018 | Journal Article | IST-REx-ID: 19 |

Nonoptimal gene expression creates latent potential for antibiotic resistance
A. Palmer, R.P. Chait, R. Kishony, Molecular Biology and Evolution 35 (2018) 2669–2684.
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| PubMed | Europe PMC
A. Palmer, R.P. Chait, R. Kishony, Molecular Biology and Evolution 35 (2018) 2669–2684.
2018 | Research Data Reference | IST-REx-ID: 9831
Implementation of the inference method in Matlab
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkačik, (2018).
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K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkačik, (2018).
2018 | Journal Article | IST-REx-ID: 406 |

Probabilistic models of individual and collective animal behavior
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkačik, PLoS One 13 (2018).
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K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkačik, PLoS One 13 (2018).
2018 | Journal Article | IST-REx-ID: 607 |

Well posedness and maximum entropy approximation for the dynamics of quantitative traits
K. Bodova, J. Haskovec, P. Markowich, Physica D: Nonlinear Phenomena 376–377 (2018) 108–120.
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K. Bodova, J. Haskovec, P. Markowich, Physica D: Nonlinear Phenomena 376–377 (2018) 108–120.
2018 | Journal Article | IST-REx-ID: 316 |

Evolutionary pathways for the generation of new self-incompatibility haplotypes in a non-self recognition system
K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, Genetics 209 (2018) 861–883.
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K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, Genetics 209 (2018) 861–883.
2018 | Research Data Reference | IST-REx-ID: 9813 |

Supplemental material for Bodova et al., 2018
K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, (2018).
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K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, (2018).
2018 | Journal Article | IST-REx-ID: 67 |

Evolutionary potential of transcription factors for gene regulatory rewiring
C. Igler, M. Lagator, G. Tkačik, J.P. Bollback, C.C. Guet, Nature Ecology and Evolution 2 (2018) 1633–1643.
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C. Igler, M. Lagator, G. Tkačik, J.P. Bollback, C.C. Guet, Nature Ecology and Evolution 2 (2018) 1633–1643.
2018 | Research Data | IST-REx-ID: 5585 |

Data for the paper Evolutionary potential of transcription factors for gene regulatory rewiring
C. Igler, M. Lagator, G. Tkačik, J.P. Bollback, C.C. Guet, (2018).
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C. Igler, M. Lagator, G. Tkačik, J.P. Bollback, C.C. Guet, (2018).
2017 | Journal Article | IST-REx-ID: 823 |

Phase transitions in integer linear problems
S. Colabrese, D. De Martino, L. Leuzzi, E. Marinari, Journal of Statistical Mechanics: Theory and Experiment 2017 (2017).
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S. Colabrese, D. De Martino, L. Leuzzi, E. Marinari, Journal of Statistical Mechanics: Theory and Experiment 2017 (2017).
2017 | Journal Article | IST-REx-ID: 548 |

Maximum entropy modeling of metabolic networks by constraining growth-rate moments predicts coexistence of phenotypes
D. De Martino, Physical Review E 96 (2017).
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D. De Martino, Physical Review E 96 (2017).
2017 | Research Data | IST-REx-ID: 5560 |

Biased partitioning of the multi-drug efflux pump AcrAB-TolC underlies long-lived phenotypic heterogeneity
T. Bergmiller, A.M. Andersson, K. Tomasek, E. Balleza, D. Kiviet, R. Hauschild, G. Tkačik, C.C. Guet, (2017).
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T. Bergmiller, A.M. Andersson, K. Tomasek, E. Balleza, D. Kiviet, R. Hauschild, G. Tkačik, C.C. Guet, (2017).
2017 | Research Data | IST-REx-ID: 5562 |

Multi-electrode array recording from salamander retinal ganglion cells
O. Marre, G. Tkačik, D. Amodei, E. Schneidman, W. Bialek, M. Berry, (2017).
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O. Marre, G. Tkačik, D. Amodei, E. Schneidman, W. Bialek, M. Berry, (2017).
2017 | Journal Article | IST-REx-ID: 720 |

Probabilistic models for neural populations that naturally capture global coupling and criticality
J. Humplik, G. Tkačik, PLoS Computational Biology 13 (2017).
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J. Humplik, G. Tkačik, PLoS Computational Biology 13 (2017).
2017 | Journal Article | IST-REx-ID: 725 |

Discrete modes of social information processing predict individual behavior of fish in a group
R. Harpaz, G. Tkačik, E. Schneidman, PNAS 114 (2017) 10149–10154.
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| PubMed | Europe PMC
R. Harpaz, G. Tkačik, E. Schneidman, PNAS 114 (2017) 10149–10154.
2017 | Journal Article | IST-REx-ID: 730
Maximum entropy models as a tool for building precise neural controls
C. Savin, G. Tkačik, Current Opinion in Neurobiology 46 (2017) 120–126.
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C. Savin, G. Tkačik, Current Opinion in Neurobiology 46 (2017) 120–126.