MD
Manlio De Domenico
physics.soc-phcs.SIastro-ph.HEcond-mat.dis-nncond-mat.stat-mechastro-ph.IMnlin.AOphysics.bio-phCOVID-19complex networks
On Valency
published · living versionsW_p4bubzz9·v1 · currentpublished
Information-thermodynamic principles unveil the response of complex networks to perturbations
with Andrea Filippo Beretta
1 version
W_gur2am6v·v1published
W_w3kc97yg·v1published
W_6ebeu5k7·v1published
Preprints & journals
158 papers in the corpus · 2009–2026Information-thermodynamic principles unveil the response of complex networks to perturbations2610.35667v1 · Andrea Filippo Beretta, Manlio De Domenico2026 · 0 citationsarXivon Valency
Systemic collapse emergence from climate-induced perturbations in transportation networks.42886692 · Faccin, Mauro, Scagliarini, Tomas, De Domenico, Manlio2026 · 0 citationsProceedings of the National Academy of Sciences of the United States of America. 2026;123(42):e2532180123
Statistical Laws of Human Mobility under Large-Scale Behavioural Shock2610.22116v1 · Alberto Amaduzzi, Lucila G. Alvarez-Zuzek, Valeria d'Andrea et al.2026 · 0 citationsarXiv
Resolving Structural Uncertainty in Stochastic Dynamical Systems via Ensemble-Based Bayesian Inference2610.19744v1 · Francesco Zambelli, Valeria D'Andrea, Manlio De Domenico2026 · 0 citationsarXiv
Large-Language Models as a Cognitive Virus2609.03344v1 · Ricard Sol'e, Giulio Ruffini, Francesca Castaldo et al.2026 · 1 citationarXiv
How host mobility formulations shape estimates of pathogen dispersal and epidemic risk in non endemic regions.42636246 · Presigny, Charley, Poletti, Piero, Merler, Stefano et al.2026 · 0 citationsPLoS computational biology. 2026;22(8):e1014646
Networks as adaptive architectures of living systems, beyond static graphs: Comment on "beyond networks: Toward adaptive models of biological complexity" by Pessoa.42659954 · De Domenico, Manlio2026 · 0 citationsPhysics of life reviews. 2026;59:7-9
Climate change and human mobility will shape dengue emergence risk in Europe2608.20079v1 · Charley Presigny, Paolo Baglioni, Pietro Rotondo et al.2026 · 0 citationsarXiv
muxvizpy: a Python library for the analysis of multilayer biological networks2608.07344v1 · Matteo Baldan, Francesco Zambelli, Andrea Valsecchi et al.2026 · 0 citationsarXiv
Scaling laws in complex component systems as consequences of heterogeneous sampling2607.03297v1 · Luca Allegri, Johannes Nauta, Manlio De Domenico2026 · 0 citationsarXiv
The interplay between ecological networks drives host-plasmid community dynamics.42189907 · Wang, Ying-Jie, Schaal, Kaitlin A, Nauta, Johannes et al.2026 · 0 citationsPLoS computational biology. 2026;22(5):e1014339
Machine-enhanced reconstruction of functional connectomes unravels discriminative brain sub-systems in health and disease.41957158 · Grassia, Marco, d'Andrea, Valeria, Finc, Karolina et al.2026 · 0 citationsScientific reports. 2026;16(1)
Pathogen diversity emerging from coevolutionary dynamics in interconnected systems2603.29398v1 · Davide Zanchetta, Vittoria Bettio, Sandro Azaele et al.2026 · 0 citationsarXiv
Insights from the second season of collaborative influenza forecasting in Italy with updated targets incorporating virological information10.64898/2026.03.04.26347601v2 · Fiandrino, S., Bertola, T., D'Andrea, V. et al.2026 · 0 citationsmedRxiv
Graphs are maximally expressive for higher-order interactions2602.16937v2 · Tiago P. Peixoto, Leto Peel, Thilo Gross et al.2026 · 1 citationarXiv
Decoding the architecture of living systems.41397302 · De Domenico, Manlio2026 · 5 citationsReports on progress in physics. Physical Society (Great Britain). 2026;89(1)
Reducibility of higher-order networks from dynamics.41540038 · Lucas, Maxime, Gallo, Luca, Ghavasieh, Arsham et al.2026 · 10 citationsNature communications. 2026;17(1):1551
Unraveling the Network Signatures of Oncogenicity in Virus-Human Protein-Protein Interactions.41440450 · Zambelli, Francesco, Pancaldi, Vera, De Domenico, Manlio2025 · 0 citationsEntropy (Basel, Switzerland). 2025;27(12)
Challenges and opportunities in the network medicine of complex diseases.41270755 · d'Andrea, Valeria, Loscalzo, Joseph, De Domenico, Manlio2026 · 11 citationsMed (New York, N.Y.). 2026;7(2):100920
The Physics of News, Rumors, and Opinions2510.15053v1 · Guido Caldarelli, Oriol Artime, Giulia Fischetti et al.2025 · 2 citationsarXiv
Bifurcations and phase transitions in the origins of life.41035327 · Solé, Ricard, De Domenico, Manlio2025 · 7 citationsPhilosophical transactions of the Royal Society of London. Series B, Biological sciences. 2025;380(1936):20240295
Robustness and resilience of complex networks2509.19867v1 · Oriol Artime, Marco Grassia, Manlio De Domenico et al.2025 · 686 citationsNat. Rev. Phys. 6, 114-131 (2024)
Heterogeneity drives plasmid maintenance in large microbial communities2509.01695v2 · Johannes Nauta, Kaitlin A. Schaal, Ying-Jie Wang et al.2025 · 1 citationarXiv
Functional mesoscale organization of complex networks2508.04562v1 · Arsham Ghavasieh, Satyaki Sikdar, Manlio De Domenico et al.2025 · 0 citationsarXiv
Structural Connectome Dimension Shapes Brain Dynamics in Health and Disease10.1101/2025.06.30.662336v2 · Barzon, G., Allegra, M., Aarabi, M. H. et al.2025 · 1 citationbioRxiv
Latent geometry emerging from network-driven processes2506.09616v1 · Andrea Filippo Beretta, Davide Zanchetta, Sebastiano Bontorin et al.2025 · 0 citationsarXiv
Measuring the co-evolution of online engagement with (mis)information and its visibility at scale2506.06106v2 · Yueting Han, Paolo Turrini, Marya Bazzi et al.2025 · 0 citationsarXiv
Coarse-graining network flow through statistical physics and machine learning.39948344 · Zhang, Zhang, Ghavasieh, Arsham, Zhang, Jiang et al.2025 · 14 citationsNature communications. 2025;16(1):1605
Challenges and opportunities for digital twins in precision medicine from a complex systems perspective.39825012 · De Domenico, Manlio, Allegri, Luca, Caldarelli, Guido et al.2026 · 164 citationsNPJ digital medicine. 2025;8(1):37
Fundamental constraints to the logic of living systems.39464646 · Solé, Ricard, Kempes, Christopher P, Corominas-Murtra, Bernat et al.2024 · 34 citationsInterface focus. 2024;14(5):20240010
Unraveling the mesoscale organization induced by network-driven processes.38968099 · Barzon, Giacomo, Artime, Oriol, Suweis, Samir et al.2025 · 10 citationsProceedings of the National Academy of Sciences of the United States of America. 2024;121(28):e2317608121
Challenges and opportunities for digital twins in precision medicine: a complex systems perspective2405.09649v1 · Manlio De Domenico, Luca Allegri, Guido Caldarelli et al.2024 · 0 citationsarXiv
Topological conditions drive stability in meta-ecosystems2405.05390v2 · Johannes Nauta, Manlio De Domenico2024 · 7 citationsPhys. Rev. Research 6, 043055, 2024
Effective one-dimension reduction of multi-compartment complex systems dynamics2404.11366v2 · Giorgio Vittorio Visco, Johannes Nauta, Tomas Scagliarini et al.2024 · 1 citationPhysical Review X 15, 031017 (2025)
Multilayer Network Science: from Cells to Societies2401.04589v1 · Oriol Artime, Barbara Benigni, Giulia Bertagnolli et al.2024 · 37 citationsarXiv
Unraveling the role of adapting risk perception during the COVID-19 pandemic in Europe2309.15015v1 · Bastian Heinlein, Manlio De Domenico2023 · 2 citationsarXiv
Emergent information dynamics in many-body interconnected systems.37583168 · Merbis, Wout, de Domenico, Manlio2023 · 6 citationsPhysical review. E. 2023;108(1-1):014312
Prevalence of long COVID decreases for increasing COVID-19 vaccine uptake.37342998 · De Domenico, Manlio2023 · 21 citationsPLOS global public health. 2023;3(6):e0001917
Enhancing global preparedness during an ongoing pandemic from partial and noisy data.37351112 · Klamser, Pascal P, d'Andrea, Valeria, Di Lauro, Francesco et al.2024 · 13 citationsPNAS nexus. 2023;2(6):pgad192
Diversity of information pathways drives scaling and sparsity in real-world networks2305.05975v1 · Arsham Ghavasieh, Manlio De Domenico2023 · 69 citationsNature Physics 20, 512 (2024)
Generalized network density matrices for analysis of multiscale functional diversity.37198772 · Ghavasieh, Arsham, De Domenico, Manlio2023 · 18 citationsPhysical review. E. 2023;107(4-1):044304
Proactive vs. reactive country responses to the COVID-19 pandemic shock.36962977 · Sacco, Pier Luigi, Valle, Francesco, De Domenico, Manlio2024 · 15 citationsPLOS global public health. 2023;3(1):e0001345
Emergence of complex network topologies from flow-weighted optimization of network efficiency2301.08661v1 · Sebastiano Bontorin, Giulia Cencetti, Riccardo Gallotti et al.2023 · 7 citationsarXiv
Maximum entropy network states for coalescence processes2212.02392v1 · Arsham Ghavasieh, Manlio De Domenico2022 · 1 citationarXiv
The distorting lens of human mobility data2211.10308v1 · Riccardo Gallotti, Davide Maniscalco, Marc Barthelemy et al.2022 · 2 citationsarXiv
Statistical inference links data and theory in network science.36357376 · Peel, Leto, Peixoto, Tiago P, De Domenico, Manlio2022 · 106 citationsNature communications. 2022;13(1):6794
Complex topological features of reservoirs shape learning performances in bio-inspired recurrent neural networks2211.00161v1 · Valeria d'Andrea, Michele Puppin, Manlio De Domenico et al.2022 · 0 citationsarXiv
Ranking Edges by their Impact on the Spectral Complexity of Information Diffusion over Networks2210.15148v3 · Jeremy Kazimer, Manlio de Domenico, Peter J. Mucha et al.2022 · 2 citationsarXiv
Interplay between exogenous triggers and endogenous behavioral changes in contagion processes on social networks2210.15286v1 · Clara Eminente, Oriol Artime, Manlio De Domenico2022 · 2 citationsChaos, Solitons & Fractals 165 (2022) 112759
The voice of few, the opinions of many: evidence of social biases in Twitter COVID-19 fake news sharing.36303937 · Castioni, Piergiorgio, Andrighetto, Giulia, Gallotti, Riccardo et al.2022 · 43 citationsRoyal Society open science. 2022;9(10):220716
Career total: at least 327 works. 158 are in this corpus.Showing the 50 most recent.
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