Publications
Bayesian estimation of information-theoretic metrics for sparsely sampled distributions
Fundamental limits to learning closed-form mathematical models from data
Socially disruptive periods and topics from information-theoretical analysis of judicial decisions
Complex systems in the spotlight: next steps after the 2021 Nobel Prize in Physics
Stochastic block models reveal a robust nested pattern in healthy human gut microbiomes
Node Metadata Can Produce Predictability Crossovers in Network Inference Problems
Predicting the photocurrent–composition dependence in organic solar cells
One model to rule them all in network science?
Bayesian machine scientist to compare data collapses for the Nikuradse dataset
A Bayesian machine scientist to aid in the solution of challenging scientific problems
Network-based models for social recommender systems
Tensorial and bipartite block models for link prediction in layered networks and temporal networks
Optimal prediction of decisions and model selection in social dilemmas using block models
Maximum Entropy Analysis of Flow Networks with Structural Uncertainty (Graph Ensembles)
Consistencies and inconsistencies between model selection and link prediction in networks
Regulation of cell cycle progression by cell–cell and cell–matrix forces
Leader evaluation and team cohesiveness in the process of team development: A matter of gender?
The importance of being modular
Anisotropic spin fluctuations in Sr2RuO4: Role of spin-orbit coupling and induced strain
Accurate and scalable social recomendation using mixed-membership stochastic block models
Differences in Collaboration Patterns across Discipline, Career Stage, and Gender
Inferring propagation paths for sparsely observed perturbations on complex networks
Multilayer stochastic block models reveal the multilayer structure of complex networks
La promesa de las redes metabólicas
Mapping high-growth phenotypes in the flux space of microbial metabolism
V-ATPase: a master effector of E2F1-mediated lysosomal trafficking, mTORC1 activation and autophagy
Scaling and optimal synergy: Two principles determining microbial growth in complex media
Control of cell–cell forces and collective cell dynamics by the intercellular adhesome
User behavior and change: File sharers and copyright laws
Cavity approach for modeling and fitting polymer stretching
Energy metabolism and glutamate-glutamine cycle in the brain: a stoichiometric modeling perspective
Degree of intervality of food webs: From body-size data to models
A Novel Methodology to Estimate Metabolic Flux Distributions in Constraint-Based Models
Predicting future conflict between team-members with parameter-free models of social networks
The impact of individual biases on consensus formation
Use of a global metabolic network to curate organismal metabolic networks
Phenomenological model for predicting the catabolic potential of an arbitrary nutrient
A weighted belief-propagation algorithm for estimating volume-related properties of random polytopes
Predicting Human Preferences Using the Block Structure of Complex Social Networks
Evolutionary Conservation of Species’ Roles in Food Webs
Human values in the team leader selection process.
Reciprocal interactions out of congestion-free adaptive networks
Justice Blocks and Predictability of US Supreme Court Votes
The luminosity evolution over the equitemporal surfaces in the prompt emission of gamma-ray bursts
Modular coherence of protein dynamics in yeast cell polarity system
The reaction between HO and (H2O) (n) (n=1, 3) clusters: reaction mechanisms and tunneling effects
Origin of compartmentalization in food webs
Complex Systems View of Educational Policy Research
Strange bedfellows: Communities in BitTorrent
Optimal information transmission in organizations: search and congestion
Gender Differences on Leadership Performance
Missing and spurious interactions and the reconstruction of complex networks
Comparison of methods for the detection of node group membership in bipartite networks
Micro-SOM: A Linear-Time Mutivariate Microaggregation Algorithm based on Self-Organizing Maps
A Bohmian total potential view to quantum effects. II: decay of temporarily trapped states
Detection of node group membership in networks with group overlap
Micro-bias and macro-performance
Finding reaction paths using the potential energy as reaction coordinate
Effectiveness of journal ranking schemes as a tool for locating information
From clean dishes to clean hands
Evolution of protein families: Is it possible to distinguish between domains of life?
Extracting the hierarchical organization of complex systems
Module identification in bipartite and directed networks
A network-based method for target selection in metabolic networks
Classes of complex networks defined by role-to-role connectivity profiles
The real communication network behind the formal chart: Community structure in organizations
Lies, damned lies and statistics
Form follows function: the architecture of complex networks
Mesoscopic modeling for nucleic acid chain dynamics
Quantitative patterns in the structure of model and empirical food webs
Team assembly mechanisms determine collaboration network structure and team performance
Functional cartography of complex metabolic networks
Cartography of complex networks: modules and universal roles
Modularity from fluctuations in random graphs and complex networks
Community analysis in social networks
Modeling the world-wide airport network
Local search with congestion in complex communication networks
Order-parameter fluctuations in Ising spin glasses at low temperatures
Self-similar community structure in a network of human interactions
Statistics of lowest droplets in two-dimensional Gaussian Ising spin glasses
Temperature shifts in the Sinai model: static and dynamical effects
Search and congestion in complex networks
Optimal network topologies for local search with congestion
Dynamical properties of model communication networks
Robust patterns in food web structure
Fragility of the free-energy landscape of a directed polymer in random media
Analytical solution of a model for complex food webs
Communication and optimal hierarchical networks
Rejuvenation in the random energy model
Scaling approach to order parameter fluctuations in disordered frustrated systems
Communication in networks with hierarchical branching
A conjectured scenario for order-parameter fluctuations in spin glasses
Time-dependent heat capacity of Mn 12 clusters
Spin-phonon avalanches in Mn 12 acetate
Magnetocaloric effect in La 0.65 Ca 0.35 Ti 1− x Mn x O 3 ceramic perovskites
People
Downloads
Network cartography - Netcarto
Bipartite modularity - Bipartmod
Grants
Statistical physics of network inference for interpretable machine learning
Física estadística de selección y validación de modelos para datos complejos
Data science of judicial decisions for evidence-based housing policies in Spain
Statistical Mechanics for Modeling and Prediction of Human Behavior
OnADA: Online Automatic service for Data Analytics
Statistical Mechanics for Big Data: acquisition, analysis and modeling
Discovery, decomposition and dynamics of complex networks
Multiplex: Foundational Research on MULTI-level comPLEX networks and systems
Inferencia estadística para el análisis de perturbaciones sistémicas en redes complejas
Group-based Dynamics on Complex Networks
Decomposition and Discovery of Complex Networks
Statistical inference for complex network discovery and feature extraction