João B. Xavier

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 4

Top Topics

Machine Learning

Drug Resistance

Mathematical Modeling

Social Interaction

Top Venues

PLoS Comput. Biol.

Publications

Chen Liao, Tong Wang, Sergei Maslov, João B. Xavier
Modeling microbial cross-feeding at intermediate scale portrays community dynamics and species coexistence. PLoS Comput. Biol. 16 (8) (2020)
Tyler A. Joseph, Liat Shenhav, João B. Xavier, Eran Halperin, Itsik Pe'er
Compositional Lotka-Volterra describes microbial dynamics in the simplex. PLoS Comput. Biol. 16 (5) (2020)
Jinyuan Yan, Henri Estanbouli, Chen Liao, Wook Kim, Jonathan M. Monk, Rayees Rahman, Mini Kamboj, Bernhard O. Palsson, Weigang Qiu, João B. Xavier
Systems-level analysis of NalD mutation, a recurrent driver of rapid drug resistance in acute Pseudomonas aeruginosa infection. PLoS Comput. Biol. 15 (12) (2019)
Jinyuan Yan, Maxime Deforet, Kerry E. Boyle, Rayees Rahman, Raymond Liang, Chinweike Okegbe, Lars E. P. Dietrich, Weigang Qiu, João B. Xavier
Bow-tie signaling in c-di-GMP: Machine learning in a simple biochemical network. PLoS Comput. Biol. 13 (8) (2017)
Kerry E. Boyle, Hilary Monaco, Dave van Ditmarsch, Maxime Deforet, João B. Xavier
Integration of Metabolic and Quorum Sensing Signals Governing the Decision to Cooperate in a Bacterial Social Trait. PLoS Comput. Biol. 11 (6) (2015)
Richard R. Stein, Vanni Bucci, Nora C. Toussaint, Charlie G. Buffie, Gunnar Rätsch, Eric G. Pamer, Chris Sander, João B. Xavier
Ecological Modeling from Time-Series Inference: Insight into Dynamics and Stability of Intestinal Microbiota. PLoS Comput. Biol. 9 (12) (2013)
Vanni Bucci, Serena Bradde, Giulio Biroli, João B. Xavier
Social Interaction, Noise and Antibiotic-Mediated Switches in the Intestinal Microbiota. PLoS Comput. Biol. 8 (4) (2012)
Carey D. Nadell, Kevin R. Foster, João B. Xavier
Emergence of Spatial Structure in Cell Groups and the Evolution of Cooperation. PLoS Comput. Biol. 6 (3) (2010)