networks & dynamics

Key papers

Reconstruction of multiplex networks / Stochastic decomposition of non-Markovian dynamics / Networks and Random Walks

• Multiplex decomposition of non-Markovian dynamics and the hidden layer reconstruction problem

Lucas Lacasa, Inés Pérez-Mariño, Joaquín Miguez, Vincenzo Nicosia, Edgar Roldan, Ana Lisica, Stephan W. Grill and Jesús Gómez-Gardeñes
Physical Review X 8, 031038 (2018)

• Multilayer Models of Random Sequences: Representability and Inference via Nonlinear Population Monte Carlo

Joaquín Míguez, Lucas Lacasa, José A. Martínez-Ordóñez, Inés P. Mariño
2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)

• Correlation dimension of complex networks

Lucas Lacasa, Jesús Gómez-Gardeñes

Physical Review Letters 110, 168703 (2013)

Theory of Temporal Networks 

• Dynamics in Scheduled Networks
  Massimiliano Zanin, Lucas Lacasa and Miguel Cea
  Chaos 19, 023111 (2009)

• The shape of memory in temporal networks

Oliver E. Williams, Lucas Lacasa, Ana P. Millan, Vito Latora
Nature Communications 13, 499 (2022)

• Correlations of network trajectories

        Lucas Lacasa, Jorge P. Rodriguez, Victor M Eguiluz

Physical Review Research (in press 2022)

• Lyapunov exponents for temporal networks
  Annalisa Caligiuri, Victor M Eguiluz, Leonardo Di Gaetano, Tobias Galla, Lucas Lacasa
  Physical Review E (in press 2023)

Theory of Temporal Hypergraphs 

• High-order correlations reveal complex memory in temporal hypergraphs
  Luca Gallo, Lucas Lacasa, Vito Latora, Federico Battiston
  Nature Communications (in press 2024)

Network Causality

• Beyond pairwise network similarity: exploring mediation and suppression between networks
  Lucas Lacasa, Sebastiano Stramaglia, Daniele Marinazzo
  NPG Communications Physics 4, 136 (2021)

Networks and Criticality

• Number theoretic example of scale-free topology inducing self-organized criticality
  Bartolo Luque, Octavio Miramontes, Lucas Lacasa

Physical Review Letters 101, 158702 (2008) pdf

Featured in Investigacion y Ciencia (spanish version of Scientific American)