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Publications

Dequeker C, Mohseni-Behbahani Y, David L, Laine E, Carbone A. From complete cross-docking to partners identification and binding sites predictions. PLOS Computational Biology. (In Press).
Rodriguez-Rivas J, Croce G, Muscat M, Weigt M. Epistatic models predict mutable sites in SARS-CoV-2 proteins and epitopes. Proceedings of the National Academy of Sciences. 119, (2022).
Muntoni AP, Pagnani A, Weigt M, Zamponi F. adabmDCA: adaptive Boltzmann machine learning for biological sequences. BMC Bioinformatics. 22(1), pp.528 (2021).
Bisardi M, Rodriguez-Rivas J, Zamponi F, Weigt M. Modeling Sequence-Space Exploration and Emergence of Epistatic Signals in Protein Evolution. Molecular Biology and Evolution. (2021).
Trinquier J, Uguzzoni G, Pagnani A, Zamponi F, Weigt M. Efficient generative modeling of protein sequences using simple autoregressive models. Nature Communications. 12(1), pp.5800 (2021).
Delaveau T, Thiebaut A, Benchouaia M, Merhej J, Devaux F. Yap5 Competes With Hap4 for the Regulation of Iron Homeostasis Genes in the Human Pathogen. Front Cell Infect Microbiol. 11, pp.731988 (2021).
Martin H, Doumic M, Teixeira MTeresa, Xu Z. Telomere shortening causes distinct cell division regimes during replicative senescence in Saccharomyces cerevisiae. Cell Biosci. 11(1), pp.180 (2021).
Shirogane Y, Rousseau E, Voznica J, Xiao Y, Su W, Catching A, Whitfield ZJ, Rouzine IM, Bianco S, Andino R. Experimental and mathematical insights on the interactions between poliovirus and a defective interfering genome. bioRxiv. (2021).
Sokolovska N, Mohseni-Behbahani Y. Vanishing boosted weights: a consistent algorithm to learn interpretable rules. Pattern Recognition Letters. (2021).
Agier N, Fleiss A, Delmas S, Fischer G A Versatile Protocol to Generate Translocations in Yeast Genomes Using CRISPR/Cas9. in Methods Mol Biol. 2196, pp. 181-198 (2021)
Le Moigne T, Gurrieri L, Crozet P, Marchand CH, Zaffagnini M, Sparla F, Lemaire SD, Henri J. Crystal structure of chloroplastic thioredoxin z defines a type-specific target recognition. The Plant Journal. 107, pp.434-447 (2021).
Rodriguez-Horta E, Weigt M. On the effect of phylogenetic correlations in coevolution-based contact prediction in proteins. PLOS Computational Biology. 17, pp.1-17 (2021).
Pérez-Pérez MEsther, Lemaire SD, Crespo JL. The ATG4 protease integrates redox and stress signals to regulate autophagy. Journal of Experimental Botany. 72, pp.3340-3351 (2021).
Rodriguez-Horta E, Lage A, Weigt M, Barrat-Charlaix P. Global multivariate model learning from hierarchically correlated data. J. Stat. Mech. (2021).
Roret T, Zhang B, Moseler A, Dhalleine T, Gao X-H, Couturier J, Lemaire SD, Didierjean C, Johnson MK, Rouhier N. Atypical Iron-Sulfur Cluster Binding, Redox Activity and Structural Properties of Chlamydomonas reinhardtii Glutaredoxin 2. Antioxidants. 10, pp.803 (2021).

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