Publications

For a summary of my works, you can either scroll down this page or have a look at my Google Scholar profile.

Papers & Preprints

• C. Caprioli*, S. Kulkarni*, F. Battiston, I. Iacopini*, A. Santoro*, V. Latora*. The networks of ingredient combination in cuisines around the world, (Under review),(PDF Arxiv)
• J. Garcia-Bernardo*, Z. Neu*, M. Hardy*, A. Santoro, A. Morgan, A. Aloric, T. Griffiths, and P. M. Krafft. Social transmission along multiple pathways promotes information fidelity and reduces divisiveness (Under review)
• L. Zhao, Y. Yang, L. Chen, A. Santoro, E. Amico, “Higher-order financial networks”, (Under review), 2024 (PDF ResearchGate).
• A. Santoro, F. Battiston, M. Lucas, G. Petri, E. Amico, “Higher-order connectomics of human brain function reveals local topological signatures of task decoding, individual identification, and behavior”, (Under review), 2023 (PDF BioArXiv).
• A. Santoro, F. Battiston, G. Petri, E. Amico, “Higher-order organization of multivariate time series “, Nature Phsics 1-9, (2023) (Abstract NatPhys), (PDF ArXiv)
• A. Bassolas*, A.Santoro*, S. Sousa, S. Rognone, V. Nicosia, “Optimizing the mitigation of epidemic spreading through targeted adoption of contact tracing apps”, Phys. Rev. Research 4(2), 023092 (2022), (Abstract PRR), (PDF ArXiv)
• A. Santoro, V. Nicosia “Optimal percolation in correlated multilayer networks with overlap”, Phys. Rev. Research 2, 033122 (2020) (Abstract PRR), (PDF ArXiv)
• A. Santoro, V. Nicosia “Algorithmic complexity of multiplex networks”, Phys. Rev. X, 10 021069 (2020) (Abstract PRX), (PDF ArXiv)
• J. C. W. Billings, M. Hu, G. Lerda, A. N. Medvedev, F. Mottes, A. Onicas, A. Santoro, G. Petri “Simplex2Vec embeddings for community detection in simplicial complexes”, arXiv.1906.09068 (2019) (PDF ArXiv)
• A. Santoro, V. Latora, G. Nicosia, V. Nicosia “Pareto optimality in multilayer network growth”, Phys. Rev. Lett. 121 (12), 128302 (2018), (Abstract PRL), (PDF ArXiv)
• A. Patané*, A. Santoro*, V. Romano, A. La Magna, G. Nicosia “Enhancing quantum efficiency of thin-film silicon solar cells by Pareto optimality”, Journal of Global Optimization, 1 - 25 (2018), (Abstract JoGO)
• A. Patané, A. Santoro, P. Conca, G. Carapezza, A. La Magna, V. Romano, G. Nicosia “Multi-objective optimization and analysis for the design space exploration of analog circuits and solar cells”, Engineering Applications of Artificial Intelligence, 62, 373 - 383 (2017) (Abstract EAAI)
• A. Patané, A. Santoro, J. Costanza, G. Carapezza, G. Nicosia “Pareto Optimal Design for Synthetic Biology”, IEEE Transactions on Biomedical Circuits and Systems 9 (4), 555 - 571 (2015) (Abstract IEEE)

Conference Proceedings

• A Patané, P. Conca, G. Carapezza, A. Santoro, J. Costanza, G. Nicosia “Metabolic Circuit Design Automation by Multi-objective BioCAD”, International Workshop on Machine Learning, Optimization and Big Data, 30-44, 2016 (Abstract MOD)
• A. Patané, A. Santoro, G. Carapezza, A. La Magna, V. Romano, G. Nicosia “A multi-objective clonal selection algorithm for analog circuit and solar cell design”, 2015 International Workshop on Artificial Immune Systems (AIS), 1-7 (Abstract AIS)

Some selected talks at international conferences and workshops:

• Apr. 2024: NERV team, Paris Brain Institute, Paris, France
• July 2023: Toponets (NetSci 2023), Vienna, Austria [Invited]
• Oct. 2022: CCS 2022, Palma de Majorca, Spain
• Jan. 2022: ABIM 22, Champéry, Switzerland
• Jun. 2019: Complexity 72h Workshop, Lucca, IT
• Mar. 2019: CompleNet 19 International Conference on Complex Networks, Tarragona, ES
• Oct. 2018: 2nd Network Science Workshop, London, UK
• Sept. 2018: CCS 2018 , Thessaloniki, Greece: “Information-theoretic complexity of multiplex networks”
• Feb. 2018: BIFI International Conference 2018, Zaragoza, Spain: “Pareto optimality in multilayer network growth”
• Oct. 2017: Engineering Applications of Networks Workshop, Bristol, UK: “Pareto optimality in multilayer network growth”
• Sept. 2016: PhysPlex 2016 - Satellite of CCS’16, Amsterdam, Netherlands: “Strategic growth of multilayer airline networks”
• Sept. 2016: CCS warm-up 2016, Amsterdam, Netherlands: “Strategic growth of multilayer airline networks”
• July 2015: ICSI3 2015, International Congress on Systems Immunology, Immunoinformatics & Immune-computation, Taormina, Italy: “A Multi-Objective Clonal Selection Algorithm for Analog Circuit and Solar Cell Design”
• June 2014: ECMI 2014, 18th European Conference on Mathematics for Industry, Taormina, Italy: “Robust and Efficient Tandem Thin Film Sillicon Solar Cells”

Accepted abstract and posters at international conferences:

• A. Patané, A. Santoro, J. Costanza and G. Nicosia: “Minmcell: Designing Minimal Microbial Cells” - International Synthetic and Systems Biology Summer School (SSBSS), 2015
• J. Costanza, A. Patané, A. Santoro, L. Zammataro and G. Nicosia: “A class of Pareto optimal Escherichia coli strains for production of 1,4-butanediol” - International Synthetic and Systems Biology Summer School (SSBSS), 2015
• A. Patané, A. Santoro, J. Costanza and G. Nicosia: “Pareto Optimal Essential Genes in Minimal Bacterial Cells” - 2nd Synthetic Biology Congress, 2015
• A. Patané, A. Santoro, J. Costanza and G. Nicosia: “Minmcell: Designing Minimal Microbial Cells” - Synthetic Biology, Engineering, Evolution & Design (SEED), 2015
• J. Costanza, A. Patané, A. Santoro, L. Zammataro and G. Nicosia: “A class of Pareto optimal Escherichia coli strains for production of 1,4-butanediol” - Precision Genome Engineering and Synthetic Biology - Keystone Symposia on Molecular and Cellular Biology, 2015
• A. Patané, A. Santoro, G. Carapezza, V. Romano, A. La Magna and G. Nicosia: “Sensitivity Techniques for Effective Optimization of Tandem Thin-Film Silicon Solar Cells” - The 10th International Conference on Scientific Computing in Electrical Engineering (SCEE), 2014