Patrick Rinke

13.5k total citations · 5 hit papers
162 papers, 10.4k citations indexed

About

Patrick Rinke is a scholar working on Materials Chemistry, Atomic and Molecular Physics, and Optics and Electrical and Electronic Engineering. According to data from OpenAlex, Patrick Rinke has authored 162 papers receiving a total of 10.4k indexed citations (citations by other indexed papers that have themselves been cited), including 92 papers in Materials Chemistry, 69 papers in Atomic and Molecular Physics, and Optics and 49 papers in Electrical and Electronic Engineering. Recurrent topics in Patrick Rinke's work include Advanced Chemical Physics Studies (51 papers), Machine Learning in Materials Science (38 papers) and Electronic and Structural Properties of Oxides (21 papers). Patrick Rinke is often cited by papers focused on Advanced Chemical Physics Studies (51 papers), Machine Learning in Materials Science (38 papers) and Electronic and Structural Properties of Oxides (21 papers). Patrick Rinke collaborates with scholars based in Germany, Finland and United States. Patrick Rinke's co-authors include Matthias Scheffler, Chris G. Van de Walle, Xinguo Ren, Kris T. Delaney, Anderson Janotti, Fabio Caruso, Emmanouil Kioupakis, Hong Jiang, Volker Blüm and Ricardo I. Gómez-Abal and has published in prestigious journals such as Physical Review Letters, Nature Communications and The Journal of Chemical Physics.

In The Last Decade

Patrick Rinke

159 papers receiving 10.2k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Resolution-of-identity approach to Hartree–Fock, hybrid density functionals, RPA, MP2 andGWwith numeric atom-centered orbital basis functions

2012 584 citations Xinguo Ren, Patrick Rinke et al. profile →
DScribe: Library of descriptors for machine learning in materials science

2019 570 citations Patrick Rinke et al. profile →
Hybrid functional studies of the oxygen vacancy inTiO2

2010 557 citations Anderson Janotti, Patrick Rinke et al. Physical Review B profile →
Indirect Auger recombination as a cause of efficiency droop in nitride light-emitting diodes

2011 408 citations Emmanouil Kioupakis, Patrick Rinke et al. profile →
GW100: Benchmarking G₀W₀ for Molecular Systems

2015 292 citations Fabio Caruso, Xinguo Ren et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Patrick Rinke Germany	57	6.2k	4.5k	3.4k	2.3k	1.5k	162	10.4k
W. G. Schmidt Germany	52	4.8k 0.8×	5.2k 1.1×	4.6k 1.4×	1.7k 0.7×	1.2k 0.8×	399	10.9k
Jianwei Sun United States	45	7.5k 1.2×	3.8k 0.8×	3.6k 1.1×	1.3k 0.6×	2.2k 1.5×	142	12.2k
Claudia Draxl Austria	59	8.9k 1.4×	4.2k 0.9×	5.6k 1.7×	1.8k 0.8×	3.4k 2.2×	310	14.5k
David R. Bowler United Kingdom	35	7.1k 1.2×	4.4k 1.0×	4.0k 1.2×	849 0.4×	1.0k 0.7×	151	11.0k
M. Y. Chou United States	55	10.4k 1.7×	6.0k 1.3×	4.3k 1.3×	1.5k 0.6×	1.7k 1.1×	180	14.7k
Arash A. Mostofi United Kingdom	33	6.0k 1.0×	5.0k 1.1×	1.9k 0.6×	2.5k 1.1×	2.2k 1.4×	87	9.7k
François Gygi United States	53	4.4k 0.7×	4.3k 1.0×	1.8k 0.5×	941 0.4×	718 0.5×	125	9.2k
А. И. Колесников United States	42	4.7k 0.8×	1.9k 0.4×	1.7k 0.5×	1.7k 0.7×	1.7k 1.1×	345	7.9k
Xavier Blase France	56	8.0k 1.3×	3.9k 0.9×	3.8k 1.1×	863 0.4×	883 0.6×	135	12.4k
Gian‐Marco Rignanese Belgium	50	8.2k 1.3×	2.5k 0.5×	4.3k 1.3×	1.2k 0.5×	2.2k 1.4×	168	11.3k

Countries citing papers authored by Patrick Rinke

Since Specialization

Citations

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

Fields of papers citing papers by Patrick Rinke

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Patrick Rinke

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Valiev, Rashid R., et al.. (2025). Predicting intersystem crossing rate constants of alkoxy-radical pairs with structure-based descriptors and machine learning. Physical Chemistry Chemical Physics. 27(28). 14804–14814.

Krejčí, Ondřej, et al.. (2025). Machine learning accelerated descriptor design for catalyst discovery in CO2 to methanol conversion. npj Computational Materials. 11(1). 2 indexed citations

Rinke, Patrick, et al.. (2025). Exploring noncollinear magnetic energy landscapes with Bayesian optimization. Digital Discovery. 4(6). 1639–1650. 1 indexed citations

Ghosh, Kunal, Milica Todorović, Aki Vehtari, & Patrick Rinke. (2025). Active learning of molecular data for task-specific objectives. The Journal of Chemical Physics. 162(1). 2 indexed citations

Rinke, Patrick, et al.. (2024). Machine-learning accelerated structure search for ligand-protected clusters. The Journal of Chemical Physics. 160(9). 3 indexed citations

Azizi, Maryam, Jan Wilhelm, Dorothea Golze, et al.. (2023). Time-frequency component of the GreenX library: minimax grids for efficient RPA and GW calculations. Zenodo (CERN European Organization for Nuclear Research). 3 indexed citations

Azizi, Maryam, Jan Wilhelm, Dorothea Golze, et al.. (2023). Time-frequency component of the GreenX library: minimaxgrids for efficient RPA and GW calculations. The Journal of Open Source Software. 8(90). 5570–5570. 11 indexed citations

Matuhina, Anastasia, G. Krishnamurthy Grandhi, Fang Pan, et al.. (2023). Role of CsMnCl₃ Nanocrystal Structure on Its Luminescence Properties. ACS Applied Nano Materials. 6(2). 953–965. 20 indexed citations

Todorović, Milica, et al.. (2022). Machine learning sparse tight-binding parameters for defects. npj Computational Materials. 8(1). 16 indexed citations

10.

Dvorak, Marc, et al.. (2021). Atomic and electronic structure of cesium lead triiodide surfaces. The Journal of Chemical Physics. 154(7). 74712–74712. 10 indexed citations

11.

Li, Jingrui, et al.. (2020). Boron doping in gallium oxide from first principles. Journal of Physics Communications. 4(12). 125001–125001. 5 indexed citations

12.

Rinke, Patrick, et al.. (2020). Detecting stable adsorbates of (1S)-camphor on Cu(111) with Bayesian optimization. Beilstein Journal of Nanotechnology. 11. 1577–1589. 19 indexed citations

13.

Golze, Dorothea & Patrick Rinke. (2019). Accurate Core-Level Spectra from GW. Bulletin of the American Physical Society. 2019. 1 indexed citations

14.

Rinke, Patrick, et al.. (2018). Optical Properties of Silver-Mediated DNA from Molecular Dynamics and Time Dependent Density Functional Theory. International Journal of Molecular Sciences. 19(8). 2346–2346. 4 indexed citations

15.

Pinheiro, Max, Marília Caldas, Patrick Rinke, Volker Blüm, & Matthias Scheffler. (2015). Length dependence of ionization potentials of transacetylenes: Internally consistent DFT/GWapproach. Physical Review B. 92(19). 27 indexed citations

16.

Caruso, Fabio, Daniel R. Rohr, Maria Hellgren, et al.. (2013). Bond Breaking and Bond Formation: How Electron Correlation is Captured in Many-Body Perturbation Theory and Density-Functional Theory. Physical Review Letters. 110(14). 146403–146403. 80 indexed citations

17.

Rinke, Patrick, Fabio Caruso, Xinguo Ren, Matthias Scheffler, & Noa Marom. (2013). Beyond the \textit{GW} approximation: a second-order screened exchange correction. Bulletin of the American Physical Society. 2013. 1 indexed citations

18.

Xu, Yong, Oliver T. Hofmann, Patrick Rinke, et al.. (2012). New mechanism for work-function tuning: ZnO surfaces modified by a strong organic electron acceptor. Bulletin of the American Physical Society. 2012. 1 indexed citations

19.

Rinke, Patrick, André Schleife, Emmanouil Kioupakis, et al.. (2012). First-Principles Optical Spectra forFCenters in MgO. Physical Review Letters. 108(12). 126404–126404. 160 indexed citations

20.

Rinke, Patrick, Kris T. Delaney, & Chris G. Van de Walle. (2009). Auger recombination rates in nitrides from first principles. Bulletin of the American Physical Society. 2 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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