Daniel Zügner

41 total papers · 2.7k total citations
9 papers, 129 citations indexed

About

Daniel Zügner is a scholar working on Artificial Intelligence, Statistical and Nonlinear Physics and Molecular Biology. According to data from OpenAlex, Daniel Zügner has authored 9 papers receiving a total of 129 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 2 papers in Statistical and Nonlinear Physics and 1 paper in Molecular Biology. Recurrent topics in Daniel Zügner’s work include Adversarial Robustness in Machine Learning (5 papers), Advanced Graph Neural Networks (3 papers) and Anomaly Detection Techniques and Applications (2 papers). Daniel Zügner is often cited by papers focused on Adversarial Robustness in Machine Learning (5 papers), Advanced Graph Neural Networks (3 papers) and Anomaly Detection Techniques and Applications (2 papers). Daniel Zügner collaborates with scholars based in Germany, Netherlands and United States. Daniel Zügner's co-authors include Stephan Günnemann, Amir Akbarnejad, Oliver Borchert, Marco Orsini Federici, Victor García Satorras, Cecilia Clementi, Robert Pinsler, Chin‐Wei Huang, Rianne van den Berg and Frank Noé and has published in prestigious journals such as Journal of Chemical Theory and Computation, ACM Transactions on Knowledge Discovery from Data and arXiv (Cornell University).

Co-authorship network of co-authors of Daniel Zügner

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

Daniel Zügner

9 papers receiving 119 citations

Fields of papers citing papers by Daniel Zügner

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Daniel Zügner

Since Specialization
Citations

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