Andreas Mardt

6 papers and 445 indexed citations i.

About

Andreas Mardt is a scholar working on Molecular Biology, Materials Chemistry and Artificial Intelligence. According to data from OpenAlex, Andreas Mardt has authored 6 papers receiving a total of 445 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Molecular Biology, 3 papers in Materials Chemistry and 3 papers in Artificial Intelligence. Recurrent topics in Andreas Mardt’s work include Machine Learning in Materials Science (3 papers), Protein Structure and Dynamics (3 papers) and Model Reduction and Neural Networks (2 papers). Andreas Mardt is often cited by papers focused on Machine Learning in Materials Science (3 papers), Protein Structure and Dynamics (3 papers) and Model Reduction and Neural Networks (2 papers). Andreas Mardt collaborates with scholars based in Germany, United States and China. Andreas Mardt's co-authors include Frank Noé, Hao Wu, Tim Hempel, Stefan Klus, Martin K. Scherer, J. Nathan Kutz, Moritz Hoffmann, Brooke E. Husic, Steven L. Brunton and Brian M. de Silva and has published in prestigious journals such as The Journal of Chemical Physics, Nature Communications and Biophysical Chemistry.

In The Last Decade

Co-authorship network of co-authors of Andreas Mardt i

Fields of papers citing papers by Andreas Mardt

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Andreas Mardt

Since Specialization
Citations

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