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
Francesco Vaccarino, P. Barbiero, G. Cirrincione, M. Cirrincione, E. Piccolo
Springer151, 213-221 (2019)
Computing Multipersistence by Means of Spectral Systems
Francesco Vaccarino, Ana Romero, Jose Divasón, Andrea Guidolin
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
Francesco Vaccarino, Giovanni Petri, Jean-Gabriel Young, Alice Patania
Phys. Rev. E96, 3, 032312 (2017)
The shape of collaborations
Francesco Vaccarino, Giovanni Petri, Alice Patania
EPJ Data Science20176:18, (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
Francesco Vaccarino, Giovanni Petri, Louis-David Lord, Henrique M. Fernandes, Tim J. Van Hartevelt, Morten L. Kringelbach, Gustavo Deco, F. Turkheimer, Paul Expert
Front. Syst. Neurosci.10/85, (2016)
Combinatorial presentation of multidimensional persistent homology
Francesco Vaccarino, W. Chacholski, Martina Scolamiero
Journal of Pure and Applied Algebra (2016)
Persistent homology analysis of phase transitions
Francesco Vaccarino, Giovanni Petri, Irene Donato, Marco Pettini, M Gori, R Franzosi, S De Nigris
Physical Review E93 (5), 052138 (2016)
Persistent homology analysis of phase transitions
Francesco Vaccarino, Irene Donato, Marco Pettini, M Gori, R Franzosi, S De Nigris
Phisical Review E93 (5), 052138 (2016)
Homological scaffolds of brain functional networks
Francesco Vaccarino, Giovanni Petri, R. Carhart-Harris, D. Nutt, P. J. Hellyer, F. Turkheimer, Paul Expert
J. R. Soc. Interface11, 101 (2014)
jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology
Francesco Vaccarino, Giovanni Petri, Jacopo Binchi, Emanuela Merelli, Matteo Rucco
Electronic Notes in Theoretical Computer Science306, 5–18 (2014)
Homological scaffolds of brain functional networks
Francesco Vaccarino, Giovanni Petri, R. Carhart-Harris, D. Nutt, P. J. Hellyer, F. Turkheimer, Paul Expert
J. R. Soc. Interface11, 101 (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, W. Chacholski, Martina Scolamiero
Journal of Pure and Applied Algebra (2012)
Decimation of fast states and and weak nodes: topological variation through persistent homology
Francesco Vaccarino, Giovanni Petri, Irene Donato, Martina Scolamiero
Proceedings of the European Conference on Complex Systems 2012 (2012)
A new family of algebras whose representation schemes are smooth
Francesco Vaccarino, A. Ardizzoni, F. Galluzzi
Annales de l'Institut Fourier66/3, 1261/1277 (2013)
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 Nori-Hilbert scheme is not smooth for 2-Calabi-Yau algebras
Francesco Vaccarino, R Bocklandt, F. Galluzzi
Journal of Noncommutative Geometry10/2, 745-774 (2016)
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)