Christoph Räth

3.3k total citations
65 papers, 997 citations indexed

About

Christoph Räth is a scholar working on Astronomy and Astrophysics, Radiology, Nuclear Medicine and Imaging and Statistical and Nonlinear Physics. According to data from OpenAlex, Christoph Räth has authored 65 papers receiving a total of 997 indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Astronomy and Astrophysics, 15 papers in Radiology, Nuclear Medicine and Imaging and 14 papers in Statistical and Nonlinear Physics. Recurrent topics in Christoph Räth's work include Bone health and osteoporosis research (13 papers), Dust and Plasma Wave Phenomena (12 papers) and Neural Networks and Reservoir Computing (12 papers). Christoph Räth is often cited by papers focused on Bone health and osteoporosis research (13 papers), Dust and Plasma Wave Phenomena (12 papers) and Neural Networks and Reservoir Computing (12 papers). Christoph Räth collaborates with scholars based in Germany, United States and Austria. Christoph Räth's co-authors include Hubertus M. Thomas, G. E. Morfill, Ernst J. Rummeny, Mierk Schwabe, V. I. Molotkov, A. M. Lipaev, A. V. Ivlev, Jan S. Bauer, В. Е. Фортов and S. Zhdanov and has published in prestigious journals such as Physical Review Letters, Scientific Reports and Monthly Notices of the Royal Astronomical Society.

In The Last Decade

Christoph Räth

60 papers receiving 961 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Christoph Räth Germany 18 338 337 157 142 132 65 997
Rahul Prasad United States 17 216 0.6× 35 0.1× 63 0.4× 58 0.4× 45 0.3× 63 1.1k
J. Howard Australia 18 253 0.7× 385 1.1× 44 0.3× 18 0.1× 39 0.3× 121 1.2k
Robert Anderson United States 16 167 0.5× 80 0.2× 69 0.4× 32 0.2× 20 0.2× 51 1.1k
A. Freise United Kingdom 18 684 2.0× 701 2.1× 125 0.8× 5 0.0× 70 0.5× 69 1.2k
Murk J. Bottema Australia 14 83 0.2× 199 0.6× 7 0.0× 30 0.2× 102 0.8× 84 770
Tatsuo Kobayashi Japan 38 147 0.4× 1.3k 3.8× 6 0.0× 30 0.2× 34 0.3× 233 5.7k
Mary L. Boas United States 7 153 0.5× 60 0.2× 40 0.3× 6 0.0× 23 0.2× 16 803
C. Macaskill Australia 20 183 0.5× 82 0.2× 33 0.2× 7 0.0× 42 0.3× 69 1.1k
O. A. González Chile 33 153 0.5× 2.2k 6.4× 45 0.3× 5 0.0× 37 0.3× 85 3.2k
Gelu M. Nita United States 23 50 0.1× 795 2.4× 41 0.3× 5 0.0× 11 0.1× 92 1.5k

Countries citing papers authored by Christoph Räth

Since Specialization
Citations

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

Fields of papers citing papers by Christoph Räth

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Christoph Räth

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

All Works

20 of 20 papers shown
1.
Räth, Christoph, et al.. (2025). Predicting three-dimensional chaotic systems with four qubit quantum systems. Scientific Reports. 15(1). 6201–6201. 1 indexed citations
2.
Räth, Christoph, et al.. (2024). Extrapolating tipping points and simulating non-stationary dynamics of complex systems using efficient machine learning. Scientific Reports. 14(1). 507–507. 7 indexed citations
3.
Räth, Christoph, et al.. (2023). A novel approach to minimal reservoir computing. Scientific Reports. 13(1). 12970–12970. 14 indexed citations
4.
Räth, Christoph, et al.. (2023). Efficient forecasting of chaotic systems with block-diagonal and binary reservoir computing. Chaos An Interdisciplinary Journal of Nonlinear Science. 33(6). 6 indexed citations
5.
Räth, Christoph, et al.. (2023). Controlling dynamical systems to complex target states using machine learning: next-generation vs. classical reservoir computing. elib (German Aerospace Center). 1–7. 3 indexed citations
6.
Bajaj, P.N., A. V. Ivlev, Christoph Räth, & Mierk Schwabe. (2023). Studying turbulence in a fluid with background damping. Physical review. E. 107(6). 64603–64603. 6 indexed citations
7.
Räth, Christoph, et al.. (2022). Exploring the limits of multifunctionality across different reservoir computers. 2022 International Joint Conference on Neural Networks (IJCNN). 1–8. 4 indexed citations
8.
Pustylnik, Mikhail, et al.. (2021). Heartbeat instability as auto-oscillation between dim and bright void regimes. Physical review. E. 104(4). 45212–45212. 2 indexed citations
9.
Pustylnik, Mikhail, et al.. (2019). Measurement of gas temperatures in dust-free and dusty argon discharges. Journal of Physics D Applied Physics. 53(7). 75203–75203. 4 indexed citations
10.
Räth, Christoph, et al.. (2019). Good and bad predictions: Assessing and improving the replication of chaotic attractors by means of reservoir computing. Chaos An Interdisciplinary Journal of Nonlinear Science. 29(10). 103143–103143. 49 indexed citations
11.
Räth, Christoph, et al.. (2017). Offene Geobasisdaten für NRW. ZfV - Zeitschrift für Geodäsie, Geoinformation und Landmanagement. 2 indexed citations
12.
Räth, Christoph, et al.. (2017). Linear and nonlinear market correlations: Characterizing financial crises and portfolio optimization. Physical review. E. 96(6). 62315–62315. 21 indexed citations
13.
Räth, Christoph, et al.. (2016). Surrogate-assisted network analysis of nonlinear time series. Chaos An Interdisciplinary Journal of Nonlinear Science. 26(10). 103108–103108. 10 indexed citations
14.
Räth, Christoph, Thomas Baum, Roberto Monetti, et al.. (2013). Scaling relations between trabecular bone volume fraction and microstructure at different skeletal sites. Bone. 57(2). 377–383. 11 indexed citations
15.
Räth, Christoph, A. J. Banday, R. Sütterlin, et al.. (2012). Scale-dependent non-Gaussianities in the CMB data identified with Minkowski functionals and scaling indices. Monthly Notices of the Royal Astronomical Society. 428(1). 551–562. 11 indexed citations
16.
Baum, Thomas, Dirk Müller, Roberto Monetti, et al.. (2012). Reproducibility of Trabecular Bone Structure Measurements of the Distal Radius at 1.5 and 3.0 T Magnetic Resonance Imaging. Journal of Computer Assisted Tomography. 36(5). 623–626. 12 indexed citations
17.
Baum, Thomas, Julio Carballido‐Gamio, Markus Huber, et al.. (2009). Automated 3D trabecular bone structure analysis of the proximal femur—prediction of biomechanical strength by CT and DXA. Osteoporosis International. 21(9). 1553–1564. 61 indexed citations
18.
Ivlev, A. V., G. E. Morfill, Hubertus M. Thomas, et al.. (2008). First Observation of Electrorheological Plasmas. Physical Review Letters. 100(9). 95003–95003. 97 indexed citations
19.
Monetti, Roberto, Jan S. Bauer, Dirk Müller, et al.. (2007). Application of the scaling index method to μCT images of human trabecular bone for the characterization of biomechanical strength. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 6512. 65124H–65124H. 1 indexed citations
20.
Räth, Christoph, et al.. (2004). Comparing nonlinear texture measures for quantifying trabecular bone structures using surrogates. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 5370. 207–207. 3 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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