Katya Scheinberg

52 papers and 2.1k indexed citations i.

About

Katya Scheinberg is a scholar working on Computational Mechanics, Numerical Analysis and Artificial Intelligence. According to data from OpenAlex, Katya Scheinberg has authored 52 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Computational Mechanics, 29 papers in Numerical Analysis and 26 papers in Artificial Intelligence. Recurrent topics in Katya Scheinberg’s work include Advanced Optimization Algorithms Research (29 papers), Sparse and Compressive Sensing Techniques (27 papers) and Stochastic Gradient Optimization Techniques (20 papers). Katya Scheinberg is often cited by papers focused on Advanced Optimization Algorithms Research (29 papers), Sparse and Compressive Sensing Techniques (27 papers) and Stochastic Gradient Optimization Techniques (20 papers). Katya Scheinberg collaborates with scholars based in United States, United Kingdom and Portugal. Katya Scheinberg's co-authors include Andrew R. Conn, Shai Fine, Donald Goldfarb, L. N. Vicente, Philippe L. Toint, Matt Menickelly, Coralia Cartis, Shiqian Ma, Zhiwei Qin and Afonso S. Bandeira and has published in prestigious journals such as Energy, IEEE Signal Processing Magazine and Mathematical Programming.

In The Last Decade

Co-authorship network of co-authors of Katya Scheinberg i

Fields of papers citing papers by Katya Scheinberg

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Katya Scheinberg

Since Specialization
Citations

This map shows the geographic impact of Katya Scheinberg'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 Katya Scheinberg with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Katya Scheinberg 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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2025