Marco Villani

Orcid: 0000-0002-5991-5470

Affiliations:
  • University of Modena and Reggio Emilia, Department of Physics, Modena, Italy


According to our database1, Marco Villani authored at least 94 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Super-Exponential Growth in Models of a Binary String World.
Entropy, January, 2023

The Properties of Pseudo-Attractors in Random Boolean Networks.
Proceedings of the Artificial Life and Evolutionary Computation, 2023

On the Detection of Significant Pairwise Interactions in Complex Systems.
Proceedings of the Artificial Life and Evolutionary Computation, 2023

2022
Attractor-Specific and Common Expression Values in Random Boolean Network Models (with a Preliminary Look at Single-Cell Data).
Entropy, 2022

Modelling Wet-Dry Cycles in the Binary Polymer Model.
Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

On the Growth of Chemical Diversity.
Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

Spread of Perturbations in Supply Chain Networks: The Effect of the Bow-Tie Organization on the Resilience of the Global Automotive System.
Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

2021
Dynamical properties and path dependence in a gene-network model of cell differentiation.
Soft Comput., 2021

Asymptotic Information-Theoretic Detection of Dynamical Organization in Complex Systems.
Entropy, 2021

Two-Level Detection of Dynamic Organization in Cancer Evolution Models.
Proceedings of the Artificial Life and Evolutionary Computation - 15th Italian Workshop, 2021

Dynamical Criticality in Growing Networks.
Proceedings of the Artificial Life and Evolutionary Computation - 15th Italian Workshop, 2021

2020
Exploring the Dynamic Organization of Random and Evolved Boolean Networks.
Algorithms, 2020

2019
Selecting for Positive Responses to Knock Outs in Boolean Networks.
Proceedings of the Artificial Life and Evolutionary Computation - 14th Italian Workshop, 2019

Avalanches of Perturbations in Modular Gene Regulatory Networks.
Proceedings of the Artificial Life and Evolutionary Computation - 14th Italian Workshop, 2019

The Detection of Dynamical Organization in Cancer Evolution Models.
Proceedings of the Artificial Life and Evolutionary Computation - 14th Italian Workshop, 2019

The Effects of a Simplified Model of Chromatin Dynamics on Attractors Robustness in Random Boolean Networks with Self-loops: An Experimental Study.
Proceedings of the Artificial Life and Evolutionary Computation - 14th Italian Workshop, 2019

A simplified model of chromatin dynamics drives differentiation process in Boolean models of GRN.
Proceedings of the 2019 Conference on Artificial Life, 2019

2018
Dynamical Criticality: Overview and Open Questions.
J. Syst. Sci. Complex., 2018

An Iterative Information-Theoretic Approach to the Detection of Structures in Complex Systems.
Complex., 2018

Dynamical Criticality in Gene Regulatory Networks.
Complex., 2018

An Improved Relevance Index Method to Search Important Structures in Complex Systems.
Proceedings of the Artificial Life and Evolutionary Computation - 13th Italian Workshop, 2018

Evolving Critical Boolean Networks.
Proceedings of the Artificial Life and Evolutionary Computation - 13th Italian Workshop, 2018

An Integration-Based Approach to Pattern Clustering and Classification.
Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017
Dynamical regimes in non-ergodic random Boolean networks.
Nat. Comput., 2017

Identifying Critical States through the Relevance Index.
Entropy, 2017

A Relevance Index Method to Infer Global Properties of Biological Networks.
Proceedings of the Artificial Life and Evolutionary Computation - 12th Italian Workshop, 2017

Dynamical Properties of a Gene-Protein Model.
Proceedings of the Artificial Life and Evolutionary Computation - 12th Italian Workshop, 2017

Simulating Populations of Protocells with Uneven Division.
Proceedings of the Artificial Life and Evolutionary Computation - 12th Italian Workshop, 2017

A Comparison Between Threshold Ergodic Sets and Stochastic Simulation of Boolean Networks for Modelling Cell Differentiation.
Proceedings of the Artificial Life and Evolutionary Computation - 12th Italian Workshop, 2017

Locating critical regions by the Relevance Index.
Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016
GPU-Based Parallel Search of Relevant Variable Sets in Complex Systems.
Proceedings of the Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry, 2016

New Paths for the Application of DCI in Social Sciences: Theoretical Issues Regarding an Empirical Analysis.
Proceedings of the Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry, 2016

Synchronization in Near-Membrane Reaction Models of Protocells.
Proceedings of the Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry, 2016

Automatic Design of Boolean Networks for Cell Differentiation.
Proceedings of the Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry, 2016

Efficient Search of Relevant Structures in Complex Systems.
Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

2015
The Search for Candidate Relevant Subsets of Variables in Complex Systems.
Artif. Life, 2015

On the Dynamics of Autocatalytic Cycles in Protocell Models.
Proceedings of the Advances in Artificial Life, Evolutionary Computation and Systems Chemistry, 2015

On the Robustness of the Detection of Relevant Sets in Complex Dynamical Systems.
Proceedings of the Advances in Artificial Life, Evolutionary Computation and Systems Chemistry, 2015

Dynamically Critical Systems and Power-Law Distributions: Avalanches Revisited.
Proceedings of the Advances in Artificial Life, Evolutionary Computation and Systems Chemistry, 2015

Exploring the organisation of complex systems through the dynamical interactions among their relevant subsets.
Proceedings of the Thirteenth European Conference Artificial Life, 2015

Dynamical Properties of Artificially Evolved Boolean Network Robots.
Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

2014
A stochastic model of catalytic reaction networks in protocells.
Nat. Comput., 2014

Investigating the Role of Network Topology and Dynamical Regimes on the Dynamics of a Cell Differentiation Model.
Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

On Some Properties of Information Theoretical Measures for the Study of Complex Systems.
Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

On RAF Sets and Autocatalytic Cycles in Random Reaction Networks.
Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

Attractors Perturbations in Biological Modelling: Avalanches and Cellular Differentiation.
Proceedings of the Evolution, Complexity and Artificial Life, 2014

Automatic Design of Boolean Networks for Modelling Cell Differentiation.
Proceedings of the Evolution, Complexity and Artificial Life, 2014

2013
Dynamical regimes and learning properties of evolved Boolean networks.
Neurocomputing, 2013

On the dynamical properties of a model of cell differentiation.
EURASIP J. Bioinform. Syst. Biol., 2013

A model of protocell based on the introduction of a semi-permeable membrane in a stochastic model of catalytic reaction networks.
Proceedings of the Proceedings Wivace 2013, 2013

Recent developments in research on catalytic reaction networks.
Proceedings of the Proceedings Wivace 2013, 2013

Identifying Emergent Dynamical Structures in Network Models.
Proceedings of the Recent Advances of Neural Network Models and Applications, 2013

The detection of intermediate-level emergent structures and patterns.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

The role of backward reactions in a stochastic model of catalytic reaction networks.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Identification of Dynamical Structures in Artificial Brains: An Analysis of Boolean Network Controlled Robots.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012
A stochastic model of autocatalytic reaction networks.
Theory Biosci., 2012

Noise-Induced Emergent Hierarchies in a CA Model.
Proceedings of the Cellular Automata, 2012

2011
Dynamical Properties of a Boolean Model of Gene Regulatory Network with Memory.
J. Comput. Biol., 2011

Robustness Analysis of a Boolean Model of Gene Regulatory Network with Memory.
J. Comput. Biol., 2011

Dynamical stability in random Boolean networks.
Proceedings of the Neural Nets WIRN11, 2011

Conditions for Long Lasting Sustainable Innovation in an Agent-based Model.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 2, 2011

Stochastic Local Search to Automatically Design Boolean Networks with Maximally Distant Attractors.
Proceedings of the Applications of Evolutionary Computation, 2011

The role of energy in a stochastic model of the emergence of autocatalytic sets.
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

2010
Analysis of attractor distances in Random Boolean Networks.
Proceedings of the Neural Nets WIRN10, 2010

The influence of the residence time on the dynamics of catalytic reaction networks.
Proceedings of the Neural Nets WIRN10, 2010

Cell differentiation in noisy random Boolean network.
Proceedings of the Neural Nets WIRN10, 2010

Dynamical Stability of Autocatalytic Sets.
Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

Information Transfer among Coupled Random Boolean Networks.
Proceedings of the Cellular Automata, 2010

2009
Multi-Agent Systems. Simulation and Applications (Computational Analysis, Synthesis, and Design of Dynamic Models Series) <i>by Adelinde M. Uhrmacher, Danny Weyns and Pieter J. Mosterman (Eds.)</i>.
J. Artif. Soc. Soc. Simul., 2009

The influence of noise on the dynamics of Random Boolean Network.
Proceedings of the Neural Nets WIRN09, 2009

2008
The simulation of gene knock-out in scale-free random Boolean models of genetic networks.
Networks Heterog. Media, 2008

Genetic Regulatory Networks and Neural Networks.
Proceedings of the New Directions in Neural Networks, 2008

Global and Local Processes in a Model of Innovation.
Proceedings of the Cellular Automata, 2008

The Diffusion of Perturbations in a Model of Coupled Random Boolean Networks.
Proceedings of the Cellular Automata, 2008

A CA Model of Spontaneous Formation of Concentration Gradients.
Proceedings of the Cellular Automata, 2008

2006
A new model for polluted soil risk assessment.
Comput. Geosci., 2006

Agents, Equations and All That: On the Role of Agents in Understanding Complex Systems.
Proceedings of the Reasoning, 2006

Coupled Random Boolean Network Forming an Artificial Tissue.
Proceedings of the Cellular Automata, 2006

2004
A Small-world Network Where All Nodes Have the Same Connectivity, with Application to the Dynamics of Boolean Interacting Automata.
Complex Syst., 2004

Perturbation in Genetic Regulatory Networks: Simulation and Experiments.
Proceedings of the Cellular Automata, 2004

2003
On the Dynamics of Scale-Free Boolean Networks.
Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003

Robustness to Damage of Biological and Synthetic Networks.
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

2002
Erratum to "Continuous genetic networks".
Parallel Comput., 2002

Differential Equations and Cellular Automata Models of the Growth of Cell Cultures and Transformation Foci.
Complex Syst., 2002

Perturbing the Regular Topology of Cellular Automata: Implications for the Dynamics.
Proceedings of the Cellular Automata, 2002

2001
Continuous genetic networks.
Parallel Comput., 2001

2000
A New Dynamical Model of Biodegradation.
Proceedings of the Theoretical and Practical Issues on Cellular Automata, 2000

A Cellular Automata Model for the Simulation of In Vitro Carcinogenesis Tests.
Proceedings of the Theoretical and Practical Issues on Cellular Automata, 2000

1999
Applying Cellular Automata to Complex Environmental Problems: The Simulation of the Bioremediation of Contaminated Soils.
Theor. Comput. Sci., 1999

Cellular automata model for parallel simulation of contamination processes by oil in porous soils.
Proceedings of the Parallel Computing: Fundamentals & Applications, 1999

1997
A Cellular Automata Model of Soil Bioremediation.
Complex Syst., 1997

1996
Parallel Simulation of Soil Contamination by Cellular Automata.
Proceedings of the Parcella 1996, 1996

Simulation of Water Flow through a Porous Soil by Cellular Automaton Model.
Proceedings of the ACRI '96, 1996

1995
LGANN: a parallel system combining a local genetic algorithm and neural networks for the prediction of secondary structure of proteins.
Comput. Appl. Biosci., 1995


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