|
Cocco S, Monasson R, Weigt M. From principal component to direct coupling analysis of coevolution in proteins: low-eigenvalue modes are needed for structure prediction. PLoS Comput Biol. 9(8), pp.e1003176 (2013). |
|
Ekeberg M, Lövkvist C, Lan Y, Weigt M, Aurell E. Improved contact prediction in proteins: using pseudolikelihoods to infer Potts models. Phys Rev E Stat Nonlin Soft Matter Phys. 87(1), pp.012707 (2013). |
|
Molinelli EJ, Korkut A, Wang W, Miller ML, Gauthier NP, Jing X, Kaushik P, He Q, Mills G, Solit DB, Pratilas CA, Weigt M, Braunstein A, Pagnani A, Zecchina R, Sander C. Perturbation biology: inferring signaling networks in cellular systems. PLoS Comput Biol. 9(12), pp.e1003290 (2013). |
|
Sułkowska JI, Morcos F, Weigt M, Hwa T, Onuchic JN. Genomics-aided structure prediction. Proc Natl Acad Sci U S A. 109(26), pp.10340-5 (2012). |
|
Dago AE, Schug A, Procaccini A, Hoch JA, Weigt M, Szurmant H. Structural basis of histidine kinase autophosphorylation deduced by integrating genomics, molecular dynamics, and mutagenesis. Proc Natl Acad Sci U S A. 109(26), pp.E1733-42 (2012). |
|
Procaccini A, Lunt B, Szurmant H, Hwa T, Weigt M. Dissecting the Specificity of Protein-Protein Interaction in Bacterial Two-Component Signaling: Orphans and Crosstalks. Rattray M (Eds.). PLoS One. 6, pp.e19729 (2011). |
|
Morcos F, Pagnani A, Lunt B, Bertolino A, Marks DS, Sander C, Zecchina R, Onuchic JN, Hwa T, Weigt M. Direct-coupling analysis of residue coevolution captures native contacts across many protein families. Proceedings of the National Academy of Sciences. 108, pp.E1293-E1301 (2011). |
|
Bradde S, Weigt M, Braunstein A, Zecchina R, Tria F, Mahmoudi H. Aligning graphs and finding substructures by message passing. Europhys. Lett. . 89(37009), (2010). |
|
Bailly-Bechet M, Braunstein A, Pagnani A, Weigt M, Zecchina R. Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach. BMC Bioinformatics. 11, pp.355 (2010). |
|
Schug A, Weigt M, Onuchic JN, Hwa T, Szurmant H. High-resolution protein complexes from integrating genomic information with molecular simulation. Proc Natl Acad Sci U S A. 106(52), pp.22124-9 (2009). |
|
Weigt M, White RA, Szurmant H, Hoch JA, Hwa T. Identification of direct residue contacts in protein-protein interaction by message passing. Proc Natl Acad Sci U S A. 106(1), pp.67-72 (2009). |
|
Bernardes JS, Fernandez JH, Vasconcelos ATereza R. Structural descriptor database: a new tool for sequence-based functional site prediction. BMC Bioinformatics. 9, pp.492 (2008). |
|
Costa J, Bernardes JS, Santos V, Zaverucha G Remote Homology Detection Through Discriminative Statistical Relational Learning. in The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. (2008) |
|
Braunstein A, Pagnani A, Weigt M, Zecchina R. Inference algorithms for gene networks: a statistical mechanics analysis. Journal of Statistical Mechanics: Theory and Experiment. 2008, pp.P12001 (2008). |
|
Bernardes JS, Dávila AMR, Costa VS, Zaverucha G. Improving model construction of profile HMMs for remote homology detection through structural alignment. BMC Bioinformatics. 8, pp.435 (2007). |
