Fabian Baumann

1.2k total citations · 1 hit paper
31 papers, 684 citations indexed

About

Fabian Baumann is a scholar working on Surgery, Statistical and Nonlinear Physics and Epidemiology. According to data from OpenAlex, Fabian Baumann has authored 31 papers receiving a total of 684 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Surgery, 8 papers in Statistical and Nonlinear Physics and 6 papers in Epidemiology. Recurrent topics in Fabian Baumann's work include Opinion Dynamics and Social Influence (7 papers), Meningioma and schwannoma management (5 papers) and Complex Network Analysis Techniques (4 papers). Fabian Baumann is often cited by papers focused on Opinion Dynamics and Social Influence (7 papers), Meningioma and schwannoma management (5 papers) and Complex Network Analysis Techniques (4 papers). Fabian Baumann collaborates with scholars based in Switzerland, Germany and United States. Fabian Baumann's co-authors include Igor M. Sokolov, Philipp Lorenz-Spreen, Michele Starnini, Yasuhiro Yonekawa, Christoph Schmid, René-Ludwig Bernays, Josef Ladenbauer, Klaus Obermayer, Sebastian Brandner and René L. Bernays and has published in prestigious journals such as Physical Review Letters, Blood and Scientific Reports.

In The Last Decade

Fabian Baumann

28 papers receiving 666 citations

Hit Papers

Modeling Echo Chambers and Polarization Dynamics in Socia... 2020 2026 2022 2024 2020 50 100 150 200
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.

  1. Modeling Echo Chambers and Polarization Dynamics in Social Networks
    2020 229 citations Fabian Baumann, Philipp Lorenz-Spreen et al. Physical Review Letters profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Fabian Baumann Switzerland 12 269 173 93 85 74 31 684
Daniel Richter Germany 17 35 0.1× 186 1.1× 142 1.5× 233 2.7× 6 0.1× 61 909
Hong Qi China 21 47 0.2× 122 0.7× 24 0.3× 23 0.3× 7 0.1× 86 1.6k
Andrew Beers United States 13 19 0.1× 99 0.6× 46 0.5× 53 0.6× 46 0.6× 24 970
Ryan J. Gallagher United States 11 34 0.1× 125 0.7× 104 1.1× 97 1.1× 9 0.1× 15 591
Manaswi Gupta United States 5 114 0.4× 116 0.7× 59 0.6× 13 0.2× 11 0.1× 9 781
Shu Yan China 12 107 0.4× 48 0.3× 7 0.1× 11 0.1× 6 0.1× 28 336
Yi Han China 13 104 0.4× 38 0.2× 17 0.2× 18 0.2× 35 0.5× 41 578
Eleni Petraki Australia 14 22 0.1× 74 0.4× 19 0.2× 3 0.0× 10 0.1× 44 626
Shengjun Wang China 18 71 0.3× 214 1.2× 67 0.8× 18 0.2× 52 940
Jin-Suk Kim South Korea 9 15 0.1× 156 0.9× 126 1.4× 17 0.2× 4 0.1× 51 401

Countries citing papers authored by Fabian Baumann

Since Specialization
Citations

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

Fields of papers citing papers by Fabian Baumann

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Fabian Baumann

This figure shows the co-authorship network connecting the top 25 collaborators of Fabian Baumann. A scholar is included among the top collaborators of Fabian Baumann 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 Fabian Baumann. Fabian Baumann 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.
Baumann, Fabian, et al.. (2026). Dynamics of algorithmic content amplification on TikTok. EPJ Data Science. 15(1).
2.
Baumann, Fabian, et al.. (2025). Mutual benefits of social learning and algorithmic mediation for cumulative culture. Journal of The Royal Society Interface. 22(225). 20240686–20240686. 1 indexed citations
3.
Baumann, Fabian, et al.. (2024). Network structure shapes the impact of diversity in collective learning. Scientific Reports. 14(1). 2491–2491. 6 indexed citations
4.
Baumann, Fabian, et al.. (2024). Optimal Engagement-Diversity Tradeoffs in Social Media. 288–299. 2 indexed citations
5.
Baumann, Fabian, Jean‐François Bonnefon, Maxime Derex, et al.. (2023). Machine culture. Nature Human Behaviour. 7(11). 1855–1868. 42 indexed citations
6.
Baumann, Fabian, et al.. (2020). Periodic coupling inhibits second-order consensus on networks. Physical review. E. 102(5). 52313–52313. 6 indexed citations
7.
Baumann, Fabian, Philipp Lorenz-Spreen, Igor M. Sokolov, & Michele Starnini. (2020). Modeling Echo Chambers and Polarization Dynamics in Social Networks. Physical Review Letters. 124(4). 48301–48301. 229 indexed citations breakdown →
8.
Baumann, Fabian, et al.. (2018). Extended exposure of the petroclival junction: The combined anterior transpetrosal and subtemporal/transcavernous approach. Surgical Neurology International. 9(1). 259–259. 3 indexed citations
9.
Baumann, Fabian, et al.. (2018). Splitting of the semispinalis capitis muscle as a less invasive approach for atlantoaxial fusion – A technical note. Journal of Clinical Neuroscience. 62. 260–263. 7 indexed citations
10.
Baumann, Fabian, et al.. (2018). Bony Dehiscence of the Horizontal Petrous Internal Carotid Artery Canal: An Anatomic Study with Surgical Implications. World Neurosurgery. 114. e1174–e1179. 5 indexed citations
11.
Ladenbauer, Josef, et al.. (2017). Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons: Comparison and implementation. PLoS Computational Biology. 13(6). e1005545–e1005545. 44 indexed citations
12.
Ladenbauer, Josef, et al.. (2017). Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons. DepositOnce. 1 indexed citations
13.
Chibbaro, Salvatore, Benjamin Gory, M. Marsella, et al.. (2014). Surgical management of spinal dural arteriovenous fistulas. Journal of Clinical Neuroscience. 22(1). 180–183. 28 indexed citations
14.
Baumann, Fabian, et al.. (2013). Aortenaneurysma und -dissektion. Der Internist. 54(5). 535–542. 16 indexed citations
15.
Baumann, Fabian, et al.. (2010). Anisakis simplex (s.s.) larvae in wild Alaska salmon: no indication of post-mortem migration from viscera into flesh. Diseases of Aquatic Organisms. 94(3). 201–209. 36 indexed citations
16.
Baumann, Fabian, Christoph Schmid, & René-Ludwig Bernays. (2009). Intraoperative magnetic resonance imaging-guided transsphenoidal surgery for giant pituitary adenomas. Neurosurgical Review. 33(1). 83–90. 47 indexed citations
17.
Baumann, Fabian, Nadia Khan, & Yasuhiro Yonekawa. (2008). Patient and aneurysm characteristics in multiple intracranial aneurysms. Acta neurochirurgica. Supplementum. 103. 19–28. 23 indexed citations
18.
Baumann, Fabian, M. Bjeljac, Spyros Kollias, et al.. (2004). Combined Thalidomide and Temozolomide Treatment in Patients with Glioblastoma Multiforme. Journal of Neuro-Oncology. 67(1-2). 191–200. 80 indexed citations
19.
20.
Fr, Bühler, et al.. (1976). [The problem of hypertension in Switzerland. Analysis of a blood pressure study in 21,589 persons].. PubMed. 106(4). 99–107. 9 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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