Marvin Steijaert

1.5k total citations · 1 hit paper
12 papers, 1.0k citations indexed

About

Marvin Steijaert is a scholar working on Molecular Biology, Computational Theory and Mathematics and Cellular and Molecular Neuroscience. According to data from OpenAlex, Marvin Steijaert has authored 12 papers receiving a total of 1.0k indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Molecular Biology, 5 papers in Computational Theory and Mathematics and 4 papers in Cellular and Molecular Neuroscience. Recurrent topics in Marvin Steijaert's work include Computational Drug Discovery Methods (5 papers), Neuroscience and Neuropharmacology Research (4 papers) and Retinal Development and Disorders (3 papers). Marvin Steijaert is often cited by papers focused on Computational Drug Discovery Methods (5 papers), Neuroscience and Neuropharmacology Research (4 papers) and Retinal Development and Disorders (3 papers). Marvin Steijaert collaborates with scholars based in United States, Netherlands and Belgium. Marvin Steijaert's co-authors include Jörg K. Wegner, Hugo Ceulemans, Sepp Hochreiter, Günter Klambauer, Andreas Mayr, Djork-Arné Clevert, Thomas Unterthiner, Patrick Descombes, Céline Delucinge-Vivier and David T. W. Lau and has published in prestigious journals such as Neuron, PLoS ONE and The Journal of Physical Chemistry B.

In The Last Decade

Marvin Steijaert

11 papers receiving 1.0k citations

Hit Papers

align trajectories sort by overperformance

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.

Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

2018 352 citations Andreas Mayr, Günter Klambauer et al. Chemical Science profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Marvin Steijaert United States	8	680	357	293	191	105	12	1.0k
Yongfeng Liu China	25	1.0k 1.5×	242 0.7×	285 1.0×	104 0.5×	125 1.2×	90	1.9k
Onur Dağliyan United States	20	821 1.2×	64 0.2×	262 0.9×	90 0.5×	89 0.8×	28	1.1k
Héléna A. Gaspar United Kingdom	17	584 0.9×	306 0.9×	66 0.2×	96 0.5×	18 0.2×	28	1.1k
Alex Gutteridge United Kingdom	22	1.9k 2.8×	866 2.4×	220 0.8×	307 1.6×	24 0.2×	31	2.5k
Anastasiia Sadybekov United States	8	639 0.9×	445 1.2×	103 0.4×	174 0.9×	18 0.2×	16	1.1k
Fabio Urbina United States	16	293 0.4×	200 0.6×	76 0.3×	90 0.5×	36 0.3×	36	696
Esti Yeger‐Lotem Israel	24	1.6k 2.3×	162 0.5×	115 0.4×	29 0.2×	44 0.4×	44	2.1k
Yu Du China	20	965 1.4×	447 1.3×	267 0.9×	218 1.1×	12 0.1×	48	1.5k
Jingtian Zhou United States	12	1.5k 2.3×	548 1.5×	23 0.1×	146 0.8×	85 0.8×	16	1.8k

Countries citing papers authored by Marvin Steijaert

Since Specialization

Citations

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

Fields of papers citing papers by Marvin Steijaert

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marvin Steijaert

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

All Works

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12 of 12 papers shown

Gómez-Tamayo, José Carlos, Natalia Dyubankova, Dries Van Rompaey, et al.. (2025). MolAgent: Biomolecular Property Estimation in the Agentic Era. Journal of Chemical Information and Modeling. 65(20). 10808–10818.

Simm, Jaak, Günter Klambauer, Ádám Arany, et al.. (2018). Repurposing High-Throughput Image Assays Enables Biological Activity Prediction for Drug Discovery. Cell chemical biology. 25(5). 611–618.e3. 140 indexed citations

Mayr, Andreas, Günter Klambauer, Thomas Unterthiner, et al.. (2018). Large-scale comparison of machine learning methods for drug target prediction on ChEMBL. Chemical Science. 9(24). 5441–5451. 352 indexed citations breakdown →

Vapirev, A., Jörg K. Wegner, Marvin Steijaert, et al.. (2016). Scaling machine learning for target prediction in drug discovery using Apache Spark. Future Generation Computer Systems. 67. 409–417. 34 indexed citations

Vapirev, A., et al.. (2015). Scaling Machine Learning for Target Prediction in Drug Discovery using Apache Spark. 871–879. 5 indexed citations

Fahrenfort, Iris, et al.. (2012). Chloride currents in cones modify feedback from horizontal cells to cones in goldfish retina. The Journal of Physiology. 590(22). 5581–5595. 18 indexed citations

Sun, Ziyi, Marvin Steijaert, Petra Bolte, et al.. (2011). Synaptic Transmission from Horizontal Cells to Cones Is Impaired by Loss of Connexin Hemichannels. PLoS Biology. 9(7). e1001107–e1001107. 82 indexed citations

Steijaert, Marvin, Anthony Liekens, Dragan Bošnački, P.A.J. Hilbers, & Huub M. M. ten Eikelder. (2010). Single-variable reaction systems: Deterministic and stochastic models. Mathematical Biosciences. 227(2). 105–116. 2 indexed citations

Steijaert, Marvin, et al.. (2010). Computing the Stochastic Dynamics of Phosphorylation Networks. Journal of Computational Biology. 17(2). 189–199. 3 indexed citations

10.

Fahrenfort, Iris, Marvin Steijaert, Trijntje Sjoerdsma, et al.. (2009). Hemichannel-Mediated and pH-Based Feedback from Horizontal Cells to Cones in the Vertebrate Retina. PLoS ONE. 4(6). e6090–e6090. 64 indexed citations

11.

Steijaert, Marvin, David T. W. Lau, Günther Schütz, et al.. (2007). Decoding NMDA Receptor Signaling: Identification of Genomic Programs Specifying Neuronal Survival and Death. Neuron. 53(4). 549–562. 264 indexed citations

12.

Markvoort, Albert J., K. Pieterse, Marvin Steijaert, Peter Spijker, & P.A.J. Hilbers. (2005). The Bilayer−Vesicle Transition Is Entropy Driven. The Journal of Physical Chemistry B. 109(47). 22649–22654. 70 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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