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Publications

Hannezo E, Coucke A, Joanny J-F. Interplay of migratory and division forces as a generic mechanism for stem cell patterns. Phys. Rev. E. 93, pp.022405 (2016).
Gueudré T, Baldassi C, Zamparo M, Weigt M, Pagnani A. Simultaneous identification of specifically interacting paralogs and inter-protein contacts by Direct-Coupling Analysis. Proc. Natl. Acad. Sci. 113(43), pp.12186-12191 (2016).
Feinauer C, Szurmant H, Weigt M, Pagnani A. Inter-Protein Sequence Co-Evolution Predicts Known Physical Interactions in Bacterial Ribosomes and the Trp Operon. PLoS ONE. 11, pp.1-18 (2016).
Bernardes JS, Zaverucha G, Vaquero C, Carbone A*. Improvement in protein domain identification is reached by breaking consensus, with the agreement of many profiles and domain co-occurrence. PLoS Computational Biology. 12(7), (2016).
Fortunato AE, Jaubert M, Enomoto G, Bouly J-P, Raniello R, Thaler M, Malviya S, Bernardes JS, Rappaport F, Gentili B, Huysman MJJ, Carbone A*, Bowler C, Riberà d'Alcalà M, Ikeuchi M, Falciatore A. Diatom Phytochromes Reveal the Existence of Far-Red-Light-Based Sensing in the Ocean. The Plant Cell. 28(3), pp.616 - 628 (2016).
De Leonardis E, Lutz B, Ratz S, Cocco S, Monasson R, Schug A, Weigt M. Direct-Coupling Analysis of nucleotide coevolution facilitates RNA secondary and tertiary structure prediction. Nucleic Acids Res. 43(21), pp.10444-10455 (2015).
Figliuzzi M, Jacquier H, Schug A, Tenaillon O, Weigt M. Coevolutionary landscape inference and the context-dependence of mutations in beta-lactamase TEM-1. Mol Biol Evol. 33(1), pp.268-280 (2015).
Bernardes JS, Vieira FRJ, Zaverucha G, Carbone A*. A multi-objective optimization approach accurately resolves protein domain architectures. Bioinformatics. (2015).
Figliuzzi M, De Martino A, Marinari E. RNA-Based Regulation: Dynamics and Response to Perturbations of Competing RNAs. Biophysical Journal. 107(4), pp.1011-1022 (2015).
Bernardes JS, Vieira F, Costa L, Zaverucha G. Evaluation and improvements of clustering algorithms for detecting remote homologous protein families. BMC Bioinformatics. 16(1), pp.34 (2015).
Baldassi C, Zamparo M, Feinauer C, Procaccini A, Zecchina R, Weigt M, Pagnani A. Fast and Accurate Multivariate Gaussian Modeling of Protein Families: Predicting Residue Contacts and Protein-Interaction Partners. Hamacher K (Eds.). PLoS ONE. 9, pp.e92721 (2014).
Morcos F, Hwa T, Onuchic JN, Weigt M Direct Coupling Analysis for Protein Contact Prediction. in Methods in Molecular Biology, Protein Structure Prediction. 1137, Springer New York. pp. 55-70 (2014)
Bernardes JS, Pedreira CE. A Review of Protein Function Prediction Under Machine Learning Perspective. (2013).
Szurmant H, Weigt M Genetic covariance. in Brenner's Encyclopedia of Genetics, 2nd edition. (2013)
Cocco S, Monasson R, Weigt M Inference of Hopfield-Potts patterns from covariation in protein families: calculation and statistical error bars. in Journal of Physics: Conference Series. 473, IOP Publishing. p. 012010 (2013)

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