Melanie Weber

887 total citations
25 papers, 352 citations indexed

About

Melanie Weber is a scholar working on Molecular Biology, Computational Theory and Mathematics and Pulmonary and Respiratory Medicine. According to data from OpenAlex, Melanie Weber has authored 25 papers receiving a total of 352 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Molecular Biology, 5 papers in Computational Theory and Mathematics and 4 papers in Pulmonary and Respiratory Medicine. Recurrent topics in Melanie Weber's work include Topological and Geometric Data Analysis (5 papers), Complex Network Analysis Techniques (3 papers) and Immune Cell Function and Interaction (3 papers). Melanie Weber is often cited by papers focused on Topological and Geometric Data Analysis (5 papers), Complex Network Analysis Techniques (3 papers) and Immune Cell Function and Interaction (3 papers). Melanie Weber collaborates with scholars based in Germany, United States and United Kingdom. Melanie Weber's co-authors include Sara Ballouz, Paul Pavlidis, Jesse Gillis, Jürgen Jost, Emil Saucan, Andreas Radbruch, Antonia Post, Melanie Ullrich, Angelika Schmitt and Sandy Popp and has published in prestigious journals such as Journal of Biological Chemistry, Bioinformatics and Frontiers in Immunology.

In The Last Decade

Melanie Weber

21 papers receiving 345 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Melanie Weber Germany 11 130 55 40 38 38 25 352
Anna Månberg Sweden 16 200 1.5× 74 1.3× 23 0.6× 39 1.0× 56 1.5× 41 604
Ilker Tunc United States 14 216 1.7× 45 0.8× 56 1.4× 9 0.2× 23 0.6× 35 645
Aaron Osborne United States 21 300 2.3× 83 1.5× 58 1.4× 37 1.0× 11 0.3× 37 1.7k
Ethan Xu United States 11 438 3.4× 86 1.6× 93 2.3× 25 0.7× 47 1.2× 16 723
Charles Shang United States 13 138 1.1× 15 0.3× 62 1.6× 18 0.5× 21 0.6× 22 423
Weichen Song China 12 257 2.0× 58 1.1× 62 1.6× 15 0.4× 19 0.5× 39 483
Vincent Guillemot France 13 248 1.9× 33 0.6× 102 2.5× 41 1.1× 65 1.7× 22 583
Rebecca E. Mercer Canada 8 148 1.1× 21 0.4× 172 4.3× 61 1.6× 29 0.8× 20 496
Tyne W. Miller‐Fleming United States 11 179 1.4× 22 0.4× 56 1.4× 22 0.6× 8 0.2× 23 379
Rui Cheng China 12 396 3.0× 121 2.2× 29 0.7× 38 1.0× 9 0.2× 40 640

Countries citing papers authored by Melanie Weber

Since Specialization
Citations

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

Fields of papers citing papers by Melanie Weber

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Melanie Weber

This figure shows the co-authorship network connecting the top 25 collaborators of Melanie Weber. A scholar is included among the top collaborators of Melanie Weber 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 Melanie Weber. Melanie Weber 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.
Weber, Melanie. (2024). Exploiting Data Geometry in Machine Learning. Proceedings of the AAAI Conference on Artificial Intelligence. 38(20). 22681–22681.
2.
3.
Weber, Melanie, et al.. (2024). Augmentations of Forman’s Ricci curvature and their applications in community detection. Journal of Physics Complexity. 5(3). 35010–35010. 1 indexed citations
4.
Kiani, Bobak T., et al.. (2024). Unitary Convolutions for Learning on Graphs and Groups. 136922–136961.
5.
Kiani, Bobak T., Jason Wang, & Melanie Weber. (2024). Hardness of Learning Neural Networks under the Manifold Hypothesis. 5661–5696.
6.
Hua, Wenyue, Yuchen Zhang, Zhe Chen, Josie Li, & Melanie Weber. (2023). Mixed-domain Language Modeling for Processing Long Legal Documents. 51–61. 1 indexed citations
7.
Weber, Melanie, Cyrus Papan, Markus Damm, et al.. (2022). Ganglioside lipidomics of CNS myelination using direct infusion shotgun mass spectrometry. iScience. 25(11). 105323–105323. 4 indexed citations
8.
Weber, Melanie & Suvrit Sra. (2022). Riemannian Optimization via Frank-Wolfe Methods. Mathematical Programming. 199(1-2). 525–556. 8 indexed citations
9.
Weber, Melanie, Thomas Bahmer, Frauke Pedersen, et al.. (2020). Exploration of the sputum methylome and omics deconvolution by quadratic programming in molecular profiling of asthma and COPD: the road to sputum omics 2.0. Respiratory Research. 21(1). 274–274. 12 indexed citations
10.
Weber, Melanie, Robert C. Lynall, Nicole L. Hoffman, et al.. (2018). Health-Related Quality of Life Following Concussion in Collegiate Student-Athletes With and Without Concussion History. Annals of Biomedical Engineering. 47(10). 2136–2146. 29 indexed citations
11.
Bardua, Markus, Claudia Haftmann, Pawel Durek, et al.. (2018). MicroRNA-31 Reduces the Motility of Proinflammatory T Helper 1 Lymphocytes. Frontiers in Immunology. 9. 2813–2813. 13 indexed citations
12.
Ullrich, Melanie, Melanie Weber, Antonia Post, et al.. (2017). OCD-like behavior is caused by dysfunction of thalamo-amygdala circuits and upregulated TrkB/ERK-MAPK signaling as a result of SPRED2 deficiency. Molecular Psychiatry. 23(2). 444–458. 65 indexed citations
13.
Ballouz, Sara, Melanie Weber, Paul Pavlidis, & Jesse Gillis. (2016). EGAD: ultra-fast functional analysis of gene networks. Bioinformatics. 33(4). 612–614. 54 indexed citations
14.
Zimmermann, Jakob, Anja A. Kühl, Melanie Weber, et al.. (2016). T-bet expression by Th cells promotes type 1 inflammation but is dispensable for colitis. Mucosal Immunology. 9(6). 1487–1499. 33 indexed citations
15.
Groß, Fridolin, Heike Stephanowitz, Melanie Weber, et al.. (2016). Identification of Novel Nuclear Factor of Activated T Cell (NFAT)-associated Proteins in T Cells. Journal of Biological Chemistry. 291(46). 24172–24187. 38 indexed citations
16.
Weber, Melanie, Jürgen Jost, & Emil Saucan. (2016). Forman-Ricci Flow for Change Detection in Large Dynamic Data Sets. Axioms. 5(4). 26–26. 19 indexed citations
17.
Kössl, Manfred, et al.. (2008). Otoacoustic emissions from insect ears: evidence of active hearing?. Journal of Comparative Physiology A. 194(7). 597–609. 21 indexed citations
18.
Holz, Olaf, et al.. (2007). Messung der Atemwegsentzündung in der pneumologischen Praxis - Anwendung und Interpretation. Pneumologie. 61(3). 194–201. 4 indexed citations
19.
Kielstein, Jan T., U. Helmchen, Kai‐Olaf Netzer, et al.. (2001). Conversion of Goodpasture's syndrome into membranous glomerulonephritis. Nephrology Dialysis Transplantation. 16(10). 2082–2085. 19 indexed citations
20.
Merkel, F. K., Maria Marx, Kai‐Olaf Netzer, & Melanie Weber. (1996). T Cell Involvement in Glomerular Injury. Kidney & Blood Pressure Research. 19(5). 298–304. 1 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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