Archivio Istituzionale della RicercaVACCARINO, FRANCESCO
VACCARINO, FRANCESCO
Dipartimento di Scienze Matematiche
011485
Edge-Wise Graph-Instructed Neural Networks
2025 Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
A unified framework for simplicial Kuramoto models
2024 Nurisso, Marco; Arnaudon, Alexis; Lucas, Maxime; Peach, Robert L.; Expert, Paul; Vaccarino, Francesco; Petri, Giovanni
Machine Learning for Seismic Exploration: where are we and how far are we from the Holy Grail?
2024 Khosro Anjom, Farbod; Vaccarino, Francesco; Socco, Laura Valentina
Learning industrial vehicles’ duty patterns: A real case
2023 Buccafusco, Silvia; Cagliero, Luca; Megaro, Andrea; Vaccarino, Francesco; Loti, Riccardo; Salvatori, Lucia
Graph-Informed Neural Networks for Regressions on Graph-Structured Data
2022 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Symmetric products, linear representations and trace identities
2022 Vaccarino, Francesco
Artificial Intelligence for Damage Detection in Automotive Composite Parts: A Use Case
2021 Ciampaglia, Alberto; Belingardi, Giovanni; Mastropietro, Antonio; De Gregorio, Alessandro; Vaccarino, Francesco
Computing invariants for multipersistence via spectral systems and effective homology
2021 Guidolin, Andrea; Divasón, Jose; Romero, Ana; Vaccarino, Francesco
Design optimization of renewable energy systems for NZEBs based on deep residual learning
2021 Ferrara, Maria; Della Santa, Francesco; Bilardo, Matteo; De Gregorio, Alessandro; Mastropietro, Antonio; Fugacci, Ulderico; Vaccarino, Francesco; Fabrizio, Enrico
Homological scaffold via minimal homology bases
2021 Guerra, Marco; De Gregorio, Alessandro; Fugacci, Ulderico; Petri, Giovanni; Vaccarino, Francesco
Layer-wise relevance propagation for backbone identification in discrete fracture networks
2021 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Machine learning for flux regression in discrete fracture networks
2021 Berrone, S.; DELLA SANTA, Francesco; Pieraccini, S.; Vaccarino, F.
The physics of higher-order interactions in complex systems
2021 Battiston, Federico; Amico, Enrico; Barrat, Alain; Bianconi, Ginestra; Ferraz de Arruda, Guilherme; Franceschiello, Benedetta; Iacopini, Iacopo; Kéfi, Sonia; Latora, Vito; Moreno, Yamir; Murray, Micah M.; Peixoto, Tiago P.; Vaccarino, Francesco; Petri, Giovanni
Combinatorial presentation of multidimensional persistent homology
2017 Chacholski, W.; Scolamiero, Martina; Vaccarino, Francesco
Construction of and efficient sampling from the simplicial configuration model
2017 Young, Jean-gabriel; Petri, Giovanni; Vaccarino, Francesco; Patania, Alice
P-persistent homology of finite topological spaces
2017 Patania, A.; Petri, G.; Vaccarino, F.
The shape of collaborations
2017 Patania, Alice; Petri, Giovanni; Vaccarino, Francesco
Topological analysis of data
2017 Patania, Alice; Vaccarino, Francesco; Petri, Giovanni
A new family of algebras whose representation schemes are smooth
2016 Vaccarino, Francesco; Galluzzi, Federica; Ardizzoni, Alessandro
Insights into brain architectures from the homological scaffolds of functional connectivity networks
2016 Lord, L; Expert, P; Fernandes, Hm; Petri, G; Van_hartevelt, Tj; Vaccarino, Francesco; Deco, G; Turkheimer, F; Kringelbach, Ml
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Edge-Wise Graph-Instructed Neural Networks / Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - In: JOURNAL OF COMPUTATIONAL SCIENCE. - ISSN 1877-7503. - 85:(2025), pp. 1-6. [10.1016/j.jocs.2024.102518] | 1-gen-2025 | Della Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | 1-s2.0-S1877750324003119-main.pdf |
| A unified framework for simplicial Kuramoto models / Nurisso, Marco; Arnaudon, Alexis; Lucas, Maxime; Peach, Robert L.; Expert, Paul; Vaccarino, Francesco; Petri, Giovanni. - In: CHAOS. - ISSN 1054-1500. - 34:5(2024), pp. 1-32. [10.1063/5.0169388] | 1-gen-2024 | Nurisso, MarcoVaccarino, Francesco + | 053118_1_5.0169388.pdf |
| Machine Learning for Seismic Exploration: where are we and how far are we from the Holy Grail? / Khosro Anjom, Farbod; Vaccarino, Francesco; Socco, Laura Valentina. - In: GEOPHYSICS. - ISSN 0016-8033. - 89:(2024), pp. 1-111. [10.1190/geo2023-0129.1] | 1-gen-2024 | Khosro Anjom, FarbodVaccarino, FrancescoSocco, Laura Valentina | geo2023-0129.1.pdf; khosro-anjom-et-al-2023-machine-learning-for-seismic-exploration-where-are-we-and-how-far-are-we-from-the-holy-grail_compressed.pdf |
| Learning industrial vehicles’ duty patterns: A real case / Buccafusco, Silvia; Cagliero, Luca; Megaro, Andrea; Vaccarino, Francesco; Loti, Riccardo; Salvatori, Lucia. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 145:103826(2023), pp. 1-15. [10.1016/j.compind.2022.103826] | 1-gen-2023 | Buccafusco, SilviaCagliero, LucaMegaro, AndreaVaccarino, FrancescoSalvatori, Lucia + | Learning industrial vehicles’ duty patterns_ A real case.pdf |
| Graph-Informed Neural Networks for Regressions on Graph-Structured Data / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - In: MATHEMATICS. - ISSN 2227-7390. - ELETTRONICO. - 10:5(2022). [10.3390/math10050786] | 1-gen-2022 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | mathematics-10-00786.pdf |
| Symmetric products, linear representations and trace identities / Vaccarino, Francesco. - In: BEITRAGE ZUR ALGEBRA UND GEOMETRIE. - ISSN 0138-4821. - ELETTRONICO. - 63:2(2022), pp. 335-347. [10.1007/s13366-021-00577-0] | 1-gen-2022 | Francesco Vaccarino | s13366-021-00577-0.pdf |
| Artificial Intelligence for Damage Detection in Automotive Composite Parts: A Use Case / Ciampaglia, Alberto; Belingardi, Giovanni; Mastropietro, Antonio; De Gregorio, Alessandro; Vaccarino, Francesco. - In: SAE TECHNICAL PAPER. - ISSN 0148-7191. - ELETTRONICO. - (2021). [10.4271/2021-01-0366] | 1-gen-2021 | Ciampaglia, AlbertoBelingardi, GiovanniMastropietro, AntonioDe Gregorio, AlessandroVaccarino, Francesco | Artificial Intelligence for damage detection in automotive composite parts.pdf; 2021-01-0366.pdf |
| Computing invariants for multipersistence via spectral systems and effective homology / Guidolin, Andrea; Divasón, Jose; Romero, Ana; Vaccarino, Francesco. - In: JOURNAL OF SYMBOLIC COMPUTATION. - ISSN 0747-7171. - ELETTRONICO. - 104:(2021), pp. 724-753. [10.1016/j.jsc.2020.09.007] | 1-gen-2021 | Guidolin, AndreaVaccarino, Francesco + | 1-s2.0-S0747717120301097-main.pdf |
| Design optimization of renewable energy systems for NZEBs based on deep residual learning / Ferrara, Maria; Della Santa, Francesco; Bilardo, Matteo; De Gregorio, Alessandro; Mastropietro, Antonio; Fugacci, Ulderico; Vaccarino, Francesco; Fabrizio, Enrico. - In: RENEWABLE ENERGY. - ISSN 0960-1481. - STAMPA. - 176:(2021), pp. 590-605. [10.1016/j.renene.2021.05.044] | 1-gen-2021 | Ferrara, MariaDella Santa, FrancescoBilardo, MatteoDe Gregorio, AlessandroMastropietro, AntonioFugacci, UldericoVaccarino FrancescoFabrizio, Enrico | RENE2021.pdf |
| Homological scaffold via minimal homology bases / Guerra, Marco; De Gregorio, Alessandro; Fugacci, Ulderico; Petri, Giovanni; Vaccarino, Francesco. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - ELETTRONICO. - 11:1(2021), p. 5355. [10.1038/s41598-021-84486-1] | 1-gen-2021 | Guerra, MarcoDe Gregorio, AlessandroVaccarino, Francesco + | s41598-021-84486-1.pdf; Homological Scaffold via Minimal Homology Bases.pdf |
| Layer-wise relevance propagation for backbone identification in discrete fracture networks / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - In: JOURNAL OF COMPUTATIONAL SCIENCE. - ISSN 1877-7503. - ELETTRONICO. - 55:(2021), p. 101458. [10.1016/j.jocs.2021.101458] | 1-gen-2021 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | 1-s2.0-S1877750321001356-main.pdf |
| Machine learning for flux regression in discrete fracture networks / Berrone, S.; DELLA SANTA, Francesco; Pieraccini, S.; Vaccarino, F.. - In: GEM. - ISSN 1869-2672. - ELETTRONICO. - 12:9(2021). [10.1007/s13137-021-00176-0] | 1-gen-2021 | Berrone S.DELLA SANTA, FRANCESCOPieraccini S.Vaccarino F. | Berrone2021_Article_MachineLearningForFluxRegressi.pdf |
| The physics of higher-order interactions in complex systems / Battiston, Federico; Amico, Enrico; Barrat, Alain; Bianconi, Ginestra; Ferraz de Arruda, Guilherme; Franceschiello, Benedetta; Iacopini, Iacopo; Kéfi, Sonia; Latora, Vito; Moreno, Yamir; Murray, Micah M.; Peixoto, Tiago P.; Vaccarino, Francesco; Petri, Giovanni. - In: NATURE PHYSICS. - ISSN 1745-2473. - ELETTRONICO. - 17:10(2021), pp. 1093-1098. [10.1038/s41567-021-01371-4] | 1-gen-2021 | Amico, EnricoBarrat, AlainVaccarino, Francesco + | s41567-021-01371-4.pdf |
| Combinatorial presentation of multidimensional persistent homology / Chacholski, W.; Scolamiero, Martina; Vaccarino, Francesco. - In: JOURNAL OF PURE AND APPLIED ALGEBRA. - ISSN 0022-4049. - STAMPA. - (2017). [10.1016/j.jpaa.2016.09.001] | 1-gen-2017 | SCOLAMIERO, MARTINAVACCARINO, FRANCESCO + | Submission_8_2_2016.pdf; 1409.7936v1.pdf; 1-s2.0-S0022404916301475-main (1).pdf |
| Construction of and efficient sampling from the simplicial configuration model / Young, Jean-gabriel; Petri, Giovanni; Vaccarino, Francesco; Patania, Alice. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - ELETTRONICO. - 96:3(2017). [10.1103/PhysRevE.96.032312] | 1-gen-2017 | Vaccarino, FrancescoPatania, Alice + | PhysRevE.96.032312.pdf; PhysRevE.96.032312.pdf |
| P-persistent homology of finite topological spaces / Patania, A.; Petri, G.; Vaccarino, F.. - In: RENDICONTI DEL SEMINARIO MATEMATICO. - ISSN 0373-1243. - ELETTRONICO. - 75:2(2017), pp. 27-45. | 1-gen-2017 | Patania A.Vaccarino F. + | 27 (1).pdf; onegraph.pdf |
| The shape of collaborations / Patania, Alice; Petri, Giovanni; Vaccarino, Francesco. - In: EPJ DATA SCIENCE. - ISSN 2193-1127. - ELETTRONICO. - 6:1(2017). [10.1140/epjds/s13688-017-0114-8] | 1-gen-2017 | Patania, AliceVaccarino, Francesco + | s13688-017-0114-8.pdf |
| Topological analysis of data / Patania, Alice; Vaccarino, Francesco; Petri, Giovanni. - In: EPJ DATA SCIENCE. - ISSN 2193-1127. - ELETTRONICO. - (2017). [10.1140/epjds/s13688-017-0104-x] | 1-gen-2017 | PATANIA, ALICEVACCARINO, FRANCESCO + | art%3A10.1140%2Fepjds%2Fs13688-017-0104-x.pdf |
| A new family of algebras whose representation schemes are smooth / Vaccarino, Francesco; Galluzzi, Federica; Ardizzoni, Alessandro. - In: ANNALES DE L'INSTITUT FOURIER. - ISSN 1777-5310. - STAMPA. - 66:3(2016), pp. 1261-1277. | 1-gen-2016 | VACCARINO, FRANCESCO + | AIF_2016__66_3_1261_0.pdf |
| Insights into brain architectures from the homological scaffolds of functional connectivity networks / Lord, L; Expert, P; Fernandes, Hm; Petri, G; Van_hartevelt, Tj; Vaccarino, Francesco; Deco, G; Turkheimer, F; Kringelbach, Ml. - In: FRONTIERS IN SYSTEMS NEUROSCIENCE. - ISSN 1662-5137. - ELETTRONICO. - 10:(2016). [10.3389/fnsys.2016.00085] | 1-gen-2016 | VACCARINO, FRANCESCO + | 218716_Lord_ProvisionalPDF.pdf |