Philipp Geiger

754 total citations
16 papers, 468 citations indexed

About

Philipp Geiger is a scholar working on Artificial Intelligence, Molecular Biology and Materials Chemistry. According to data from OpenAlex, Philipp Geiger has authored 16 papers receiving a total of 468 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 4 papers in Molecular Biology and 4 papers in Materials Chemistry. Recurrent topics in Philipp Geiger's work include Bayesian Modeling and Causal Inference (4 papers), Protein Structure and Dynamics (2 papers) and nanoparticles nucleation surface interactions (2 papers). Philipp Geiger is often cited by papers focused on Bayesian Modeling and Causal Inference (4 papers), Protein Structure and Dynamics (2 papers) and nanoparticles nucleation surface interactions (2 papers). Philipp Geiger collaborates with scholars based in Germany, Austria and United States. Philipp Geiger's co-authors include Christoph Dellago, Frédéric Caupin, J. L. F. Abascal, Miguel A. González, Chantal Valeriani, Erwin Frey, Mingming Gong, Tobias Zier, Dacheng Tao and Bernhard Schoelkopf and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Physical Review Letters and The Journal of Chemical Physics.

In The Last Decade

Philipp Geiger

16 papers receiving 457 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Philipp Geiger Germany 11 176 121 93 79 78 16 468
Ben Leimkuhler United Kingdom 11 127 0.7× 165 1.4× 24 0.3× 128 1.6× 76 1.0× 19 606
Alejandro Varas Chile 10 218 1.2× 394 3.3× 80 0.9× 23 0.3× 153 2.0× 26 983
А. В. Мокшин Russia 17 583 3.3× 206 1.7× 206 2.2× 97 1.2× 91 1.2× 91 885
Alexei G. Makeev Russia 15 238 1.4× 168 1.4× 74 0.8× 168 2.1× 34 0.4× 37 632
Aldo Glielmo Italy 11 444 2.5× 97 0.8× 17 0.2× 41 0.5× 71 0.9× 20 705
Sang Bub Lee South Korea 14 287 1.6× 75 0.6× 28 0.3× 98 1.2× 98 1.3× 56 703
Jacobus A. van Meel Netherlands 6 169 1.0× 42 0.3× 90 1.0× 35 0.4× 53 0.7× 7 310
Wanchun Chen China 22 356 2.0× 40 0.3× 240 2.6× 25 0.3× 54 0.7× 89 1.3k
Martin Bernreuther Germany 7 113 0.6× 111 0.9× 72 0.8× 73 0.9× 305 3.9× 15 463

Countries citing papers authored by Philipp Geiger

Since Specialization
Citations

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

Fields of papers citing papers by Philipp Geiger

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Philipp Geiger

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

All Works

16 of 16 papers shown
1.
Geiger, Philipp, et al.. (2021). Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers. Proceedings of the AAAI Conference on Artificial Intelligence. 35(6). 4950–4958. 15 indexed citations
2.
Geiger, Philipp, et al.. (2020). Topological Phase Transition in Coupled Rock-Paper-Scissors Cycles. Physical Review Letters. 125(25). 258301–258301. 31 indexed citations
3.
Geiger, Philipp, et al.. (2020). Causal Transfer for Imitation Learning and Decision Making under Sensor-Shift. Proceedings of the AAAI Conference on Artificial Intelligence. 34(6). 10118–10125. 5 indexed citations
4.
Geiger, Philipp, et al.. (2020). Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers. arXiv (Cornell University). 35(6). 4950–4958. 4 indexed citations
5.
Geiger, Philipp, et al.. (2020). Stochastic yield catastrophes and robustness in self-assembly. eLife. 9. 10 indexed citations
6.
Sekar, Shobana, Philipp Geiger, Lori Cuyugan, et al.. (2019). Identification of Circular RNAs using RNA Sequencing. Journal of Visualized Experiments. 9 indexed citations
7.
8.
González, Miguel A., Philipp Geiger, Frédéric Caupin, et al.. (2016). Molecular mechanism for cavitation in water under tension. Proceedings of the National Academy of Sciences. 113(48). 13582–13587. 122 indexed citations
9.
Gong, Mingming, Kun Zhang, Bernhard Schoelkopf, Dacheng Tao, & Philipp Geiger. (2015). Discovering Temporal Causal Relations from Subsampled Data. MPG.PuRe (Max Planck Society). 1898–1906. 23 indexed citations
10.
Geiger, Philipp, Dominik Janzing, & Bernhard Schölkopf. (2014). Estimating causal effects by bounding confounding. MPG.PuRe (Max Planck Society). 240–249. 2 indexed citations
11.
Geiger, Philipp, et al.. (2014). Proton Ordering of Cubic Ice Ic: Spectroscopy and Computer Simulations. The Journal of Physical Chemistry C. 118(20). 10989–10997. 29 indexed citations
12.
González, Miguel A., Juan L. Aragones, Philipp Geiger, et al.. (2014). Detecting vapour bubbles in simulations of metastable water. The Journal of Chemical Physics. 141(18). 18C511–18C511. 19 indexed citations
13.
14.
Geiger, Philipp & Christoph Dellago. (2013). Neural networks for local structure detection in polymorphic systems. The Journal of Chemical Physics. 139(16). 164105–164105. 114 indexed citations
15.
Geiger, Philipp & Christoph Dellago. (2010). Identifying rare chaotic and regular trajectories in dynamical systems with Lyapunov weighted path sampling. Chemical Physics. 375(2-3). 309–315. 10 indexed citations
16.
Geiger, Philipp & Christoph Dellago. (2010). Optimum protocol for fast-switching free-energy calculations. Physical Review E. 81(2). 32 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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