Silvia Villa

45 papers and 495 indexed citations
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About

Silvia Villa is a scholar working on Computational Mechanics, Mathematical Physics and Computational Theory and Mathematics. According to data from OpenAlex, Silvia Villa has authored 45 papers receiving a total of 495 indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Computational Mechanics, 21 papers in Mathematical Physics and 13 papers in Computational Theory and Mathematics. Recurrent topics in Silvia Villa’s work include Sparse and Compressive Sensing Techniques (23 papers), Numerical methods in inverse problems (21 papers) and Advanced Optimization Algorithms Research (12 papers). Silvia Villa is often cited by papers focused on Sparse and Compressive Sensing Techniques (23 papers), Numerical methods in inverse problems (21 papers) and Advanced Optimization Algorithms Research (12 papers). Silvia Villa collaborates with scholars based in Italy, United States and France. Silvia Villa's co-authors include Saverio Salzo, Lorenzo Rosasco, Alessandro Verri, Sofia Mosci, Luca Baldassarre, Matteo Santoro, Bằng Công Vũ, Veronica Umanità, Ernesto De Vito and Patrick L. Combettes and has published in prestigious journals such as Mathematical Programming, Journal of Machine Learning Research and Numerische Mathematik.

In The Last Decade

Co-authorship network of co-authors of Silvia Villa

This figure shows the co-authorship network connecting the top 25 collaborators of Silvia Villa. A scholar is included among the top collaborators of Silvia Villa 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 Silvia Villa. Silvia Villa is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

Fields of papers citing papers by Silvia Villa

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Silvia Villa. 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 Silvia Villa. The network helps show where Silvia Villa may publish in the future.

Countries citing papers authored by Silvia Villa

Since Specialization
Citations

This map shows the geographic impact of Silvia Villa'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 Silvia Villa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Silvia Villa more than expected).

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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