People
Francesco Vaccarino
Affiliated Researcher
Affiliated Researcher
Fields Of StudyMathematics of complex systems
Home page: http://www.vaccarino.org/
Publications
The physics of higher-order interactions in complex systems
Federico Battiston, Enrico Amico, Alain Barrat, Ginestra Bianconi, Guilherme Ferraz de Arruda, Benedetta Franceschiello, Iacopo Iacopini, Sonia Kéfi, Vito Latora, Yamir Moreno, Micah M. Murray, Tiago De Paula Peixoto, Francesco Vaccarino, Giovanni Petri
Nature Physics17, 1093–1098 (2021)
Layer-wise relevance propagation for backbone identification in discrete fracture networks
Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino
Journal of Computational Science55, 101458 (2021)
Computing invariants for multipersistence via spectral systems and effective homology
Andrea Guidolin, Jose Divasón, Ana Romero, Francesco Vaccarino
Journal of Symbolic Computation104, 724-753 (2021)
Machine learning for flux regression in discrete fracture networks
Stefano Berrone, Francesco Della Santa, Sandra Pieraccini, Francesco Vaccarino
GEM - International Journal on Geomathematics12, 9 (2021)
Homological scaffold via minimal homology bases
Marco Guerra, Alessandro De Gregorio, Ulderico Fugacci, Giovanni Petri, Francesco Vaccarino
Scientific Reports11, 5355 (2021)
Neural Epistemology in Dynamical System Learning
Pietro Barbiero, Giansalvo Cirrincione, Maurizio Cirrincione, Elio Piccolo, Francesco Vaccarino
Neural Approaches to Dynamics of Signal Exchanges 151, 213-221 (2019)
Computing Multipersistence by Means of Spectral Systems
Andrea Guidolin, Jose Divasón, Ana Romero, Francesco Vaccarino
ISSAC '19: Proceedings of the 2019 on International Symposium on Symbolic and Algebraic Computation 195-202 (2019)
Construction of and efficient sampling from the simplicial configuration model
Jean-Gabriel Young, Giovanni Petri, Francesco Vaccarino, Alice Patania
Physical Review E96, 032312 (2017)
The shape of collaborations
Alice Patania, Giovanni Petri, Francesco Vaccarino
EPJ Data Science6, 18 (2017)
Topological analysis of data
Francesco Vaccarino, Giovanni Petri, Alice Patania
EPJ Data Science6:7, (2017)
Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks
Louis-David Lord, Paul Expert, Henrique M. Fernandes, Giovanni Petri, Tim J. Van Hartevelt, Francesco Vaccarino, Gustavo Deco, Federico Turkheimer, Morten L. Kringelbach
Frontiers in Systems Neuroscience10(85), (2016)
Persistent homology analysis of phase transitions
Irene Donato, Matteo Gori, Marco Pettini, Giovanni Petri, Sarah De Nigris, Roberto Franzosi, Francesco Vaccarino
Phisical Review E93(5), 052138 (2016)
Combinatorial presentation of multidimensional persistent homology
Wojciech Chachólski, Martina Scolamiero, Francesco Vaccarino
Journal of Pure and Applied Algebra221(5), 1055-1075 (2016)
The Nori-Hilbert scheme is not smooth for 2-Calabi-Yau algebras
Raf Bocklandt, Federica Galluzzi, Francesco Vaccarino
Journal of Noncommutative Geometry10(2), 745-774 (2016)
Homological scaffolds of brain functional networks
Giovanni Petri, Paul Expert, Federico Turkheimer, Robin Carhart-Harris, David Nutt, Peter J. Hellyer, Francesco Vaccarino
Journal of the Royal Society Interface11(101), 20140873 (2014)
Homological scaffolds of brain functional networks
Francesco Vaccarino, Giovanni Petri, Robin Carhart-Harris, David Nutt, Peter J. Hellyer, Federico Turkheimer, Paul Expert
J. R. Soc. Interface11, 101 (2014)
jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology
Jacopo Binchi, Emanuela Merelli, Matteo Rucco, Giovanni Petri, Francesco Vaccarino
Electronic Notes in Theoretical Computer Science306, 5–18 (2014)
A presentation of general multipersistence modules computable in polynomial time
Francesco Vaccarino, A. Patriarca, Martina Scolamiero
Topological strata of weighted complex networks
Francesco Vaccarino, Giovanni Petri, Irene Donato, Martina Scolamiero
PLoS ONE8(6): e66506, (2013)
Networks and cycles: a persistent homology approach to complex networks
Francesco Vaccarino, Giovanni Petri, Irene Donato, Martina Scolamiero
Proceedings of the European Conference on Complex Systems 2012 (2012)
Combinatorial resolutions of multigraded modules and multipersistent homology
Francesco Vaccarino, Wojciech Chachólski, Martina Scolamiero
Journal of Pure and Applied Algebra (2012)
A new family of algebras whose representation schemes are smooth
Francesco Vaccarino, A. Ardizzoni, Federica Galluzzi
Annales de l'Institut Fourier66/3, 1261/1277 (2013)
Decimation of fast states and and weak nodes: topological variation through persistent homology
Irene Donato, Giovanni Petri, Martina Scolamiero, Lamberto Rondoni, Francesco Vaccarino
Proceedings of the European Conference on Complex Systems 2012 295–301 (2012)
Blind separation of manufacturing variability with independent component analysis: A convolutive approach
Francesco Vaccarino, Marenza Lombardi, M Gandini
Expert Systems with Applications38/8, 9939-9946 (2011)
The physics of higher-order interactions in complex systems
Federico Battiston, Enrico Amico, Alain Barrat, Ginestra Bianconi, Guilherme Ferraz de Arruda, Benedetta Franceschiello, Iacopo Iacopini, Sonia Kéfi, Vito Latora, Yamir Moreno, Micah M. Murray, Tiago De Paula Peixoto, Francesco Vaccarino, Giovanni Petri
Nature Physics17, 1093–1098 (2021)
Layer-wise relevance propagation for backbone identification in discrete fracture networks
Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino
Journal of Computational Science55, 101458 (2021)
Computing invariants for multipersistence via spectral systems and effective homology
Andrea Guidolin, Jose Divasón, Ana Romero, Francesco Vaccarino
Journal of Symbolic Computation104, 724-753 (2021)