Giulia Cencetti

610 total citations
17 papers, 323 citations indexed

About

Giulia Cencetti is a scholar working on Statistical and Nonlinear Physics, Computer Vision and Pattern Recognition and Computer Networks and Communications. According to data from OpenAlex, Giulia Cencetti has authored 17 papers receiving a total of 323 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Statistical and Nonlinear Physics, 4 papers in Computer Vision and Pattern Recognition and 3 papers in Computer Networks and Communications. Recurrent topics in Giulia Cencetti's work include Complex Network Analysis Techniques (10 papers), Opinion Dynamics and Social Influence (8 papers) and Data Visualization and Analytics (4 papers). Giulia Cencetti is often cited by papers focused on Complex Network Analysis Techniques (10 papers), Opinion Dynamics and Social Influence (8 papers) and Data Visualization and Analytics (4 papers). Giulia Cencetti collaborates with scholars based in Italy, France and Austria. Giulia Cencetti's co-authors include Federico Battiston, Duccio Fanelli, Timotéo Carletti, Bruno Lepri, Alain Barrat, Sune Lehmann, Gabriele Santin, Andrea Passerini, Marcel Salathé and Ciro Cattuto and has published in prestigious journals such as Physical Review Letters, Nature Communications and PLoS ONE.

In The Last Decade

Giulia Cencetti

16 papers receiving 321 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Giulia Cencetti Italy	8	184	59	52	43	36	17	323
Yi-Qing Zhang China	9	179 1.0×	63 1.1×	63 1.2×	10 0.2×	42 1.2×	17	290
András Lukács Hungary	6	351 1.9×	64 1.1×	36 0.7×	26 0.6×	34 0.9×	21	483
Taro Takaguchi Japan	12	307 1.7×	49 0.8×	31 0.6×	17 0.4×	29 0.8×	23	396
Travis Martin United States	6	331 1.8×	42 0.7×	14 0.3×	31 0.7×	70 1.9×	8	463
Jean-Gabriel Young United States	11	220 1.2×	26 0.4×	23 0.4×	11 0.3×	56 1.6×	37	341
Mark E. Dickison United States	5	345 1.9×	62 1.1×	78 1.5×	9 0.2×	28 0.8×	6	487
Wei Xiang China	10	137 0.7×	68 1.2×	20 0.4×	29 0.7×	141 3.9×	25	394
Xiao-Long Ren China	8	271 1.5×	83 1.4×	9 0.2×	63 1.5×	66 1.8×	20	385

Countries citing papers authored by Giulia Cencetti

Since Specialization

Citations

This map shows the geographic impact of Giulia Cencetti's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Giulia Cencetti with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Giulia Cencetti more than expected).

Fields of papers citing papers by Giulia Cencetti

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Giulia Cencetti. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Giulia Cencetti. The network helps show where Giulia Cencetti may publish in the future.

Co-authorship network of co-authors of Giulia Cencetti

This figure shows the co-authorship network connecting the top 25 collaborators of Giulia Cencetti. A scholar is included among the top collaborators of Giulia Cencetti based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Giulia Cencetti. Giulia Cencetti is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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17 of 17 papers shown

Cencetti, Giulia & Alain Barrat. (2025). Generating surrogate temporal networks from mesoscale building blocks. Communications Physics. 8(1). 1 indexed citations

Cencetti, Giulia, et al.. (2025). Emerging activity temporal hypergraph: A model for generating realistic time-varying hypergraphs. Physical review. E. 112(5). 54305–54305.

Cencetti, Giulia, et al.. (2024). Generating fine-grained surrogate temporal networks. Communications Physics. 7(1). 11 indexed citations

Cencetti, Giulia, et al.. (2024). Infection patterns in simple and complex contagion processes on networks. PLoS Computational Biology. 20(6). e1012206–e1012206. 6 indexed citations

Cencetti, Giulia, Gabriele Santin, Federico Battiston, et al.. (2024). Temporal clustering of social interactions trades-off disease spreading and knowledge diffusion. Journal of The Royal Society Interface. 21(210). 20230471–20230471. 2 indexed citations

Meloni, Sandro, et al.. (2024). Patterns in Temporal Networks with Higher-Order Egocentric Structures. Entropy. 26(3). 256–256. 6 indexed citations

Santin, Gabriele, et al.. (2024). Explaining the Explainers in Graph Neural Networks: a Comparative Study. ACM Computing Surveys. 57(5). 1–37. 7 indexed citations

Cencetti, Giulia, et al.. (2024). Emergence of Complex Network Topologies from Flow-Weighted Optimization of Network Efficiency. Physical Review X. 14(2). 2 indexed citations

Cencetti, Giulia, et al.. (2023). Distinguishing Simple and Complex Contagion Processes on Networks. Physical Review Letters. 130(24). 247401–247401. 22 indexed citations

10.

Cencetti, Giulia, Gabriele Santin, Timofei Istomin, et al.. (2022). Measuring close proximity interactions in summer camps during the COVID-19 pandemic. ARCA (Università Ca' Foscari Venezia). 6 indexed citations

11.

Cencetti, Giulia, Gabriele Santin, Alain Barrat, et al.. (2021). Digital proximity tracing on empirical contact networks for pandemic control. Nature Communications. 12(1). 1655–1655. 66 indexed citations

12.

Cencetti, Giulia, et al.. (2021). An efficient procedure for mining egocentric temporal motifs. Data Mining and Knowledge Discovery. 36(1). 355–378. 18 indexed citations

13.

Cencetti, Giulia, Federico Battiston, Timotéo Carletti, & Duccio Fanelli. (2020). Generalized patterns from local and non local reactions. Chaos Solitons & Fractals. 134. 109707–109707. 9 indexed citations

14.

Carletti, Timotéo, Federico Battiston, Giulia Cencetti, & Duccio Fanelli. (2020). Random walks on hypergraphs. Physical review. E. 101(2). 22308–22308. 130 indexed citations

15.

Cencetti, Giulia, Federico Battiston, Duccio Fanelli, & Vito Latora. (2018). Reactive random walkers on complex networks. Physical review. E. 98(5). 7 indexed citations

16.

Cencetti, Giulia, Franco Bagnoli, Giorgio Battistelli, Luigi Chisci, & Duccio Fanelli. (2017). Control of multidimensional systems on complex network. PLoS ONE. 12(9). e0184431–e0184431. 4 indexed citations

17.

Gualdi, Stanislao, Jean‐Philippe Bouchaud, Giulia Cencetti, Marco Tarzia, & Francesco Zamponi. (2015). Endogenous Crisis Waves: Stochastic Model with Synchronized Collective Behavior. Physical Review Letters. 114(8). 88701–88701. 26 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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