Daniel Marbach
Impact in
- Molecular Biology top 1%
- Gene Regulatory Network Analysis
- Bioinformatics and Genomic Networks
- Genomics and Chromatin Dynamics
- Genomics and Phylogenetic Studies
- Gene expression and cancer classification
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- Complex Network Analysis Techniques
Papers in
-
- Gene Regulatory Network Analysis 13
- Bioinformatics and Genomic Networks 7
- Genomics and Chromatin Dynamics 5
- Protein Degradation and Inhibitors 2
- Gene expression and cancer classification 2
- Oncology 7
- Cancer Immunotherapy and Biomarkers 6
- Co-authors
- Dario Floreano (9 shared papers)Thomas Schaffter (4 shared papers)Robert J. Prill (3 shared papers)Claudio Mattiussi (7 shared papers)Gustavo A. Stolovitzky (3 shared papers)Kyle R. Allison (1 shared paper)Nic M. Vega (1 shared paper)James C. Costello (1 shared paper)
- Journals
- Nature Methods (4 papers)Nature Medicine (2 papers)Science (2 papers)Bioinformatics (2 papers)Annals of the New York Academy of Sciences (2 papers)
- Partner nations
- SwitzerlandUnited StatesGermany
In The Last Decade
Daniel Marbach
39 papers receiving 5.3k citations
Daniel Marbach's Hit Papers
Peers
Comparison fields: 5 of 140
- Molecular Biology 3.9k
- Statistical and Nonlinear Physics 173
- Genetics 410
- Aging 23
- Cancer Research 181
Countries citing papers authored by Daniel Marbach
This map shows the geographic impact of Daniel Marbach'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 Daniel Marbach with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daniel Marbach more than expected).
Fields of papers citing papers by Daniel Marbach
This network shows the impact of papers produced by Daniel Marbach. 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 Daniel Marbach. The network helps show where Daniel Marbach may publish in the future.
Co-authors
The 25 scholars most cited alongside Daniel Marbach, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 39 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Wisdom of crowds for robust gene network inference Hit paper breakdown → | 2012 | 1261 |
| 2 | Identification of Functional Elements and Regulatory Circuits by Drosophila modENCODE Hit paper breakdown → | 2010 | 944 |
| 3 | 2010 | 567 | |
| 4 | 2011 | 404 | |
| 5 | 2009 | 334 | |
| 6 | 2010 | 331 | |
| 7 | 2016 | 237 | |
| 8 | 2016 | 222 | |
| 9 | 2013 | 210 | |
| 10 | 2019 | 210 | |
| 11 | 2019 | 157 | |
| 12 | 2011 | 68 | |
| 13 | 2006 | 61 | |
| 14 | 2024 | 46 | |
| 15 | Co-evolution of Configuration and Control for Homogenous Modular Robots | 2004 | 41 |
| 16 | 2010 | 35 | |
| 17 | Information-Theoretic Inference of Gene Networks Using Backward Elimination | 2010 | 34 |
| 18 | 2024 | 29 | |
| 19 | 2009 | 26 | |
| 20 | 2009 | 23 |
About Daniel Marbach
Daniel Marbach is a scholar working on Molecular Biology, Oncology, Statistical and Nonlinear Physics, Obstetrics and Gynecology and Information Systems and Management, having authored 39 papers that have together received 5.4k indexed citations. Recurring topics across this work include Gene Regulatory Network Analysis (13 papers), Bioinformatics and Genomic Networks (7 papers), Cancer Immunotherapy and Biomarkers (6 papers), Genomics and Chromatin Dynamics (5 papers), Protein Degradation and Inhibitors (2 papers), Modular Robots and Swarm Intelligence (2 papers), Gene expression and cancer classification (2 papers) and Complex Network Analysis Techniques (2 papers). The work is most often cited by research in Molecular Biology (3.9k citations), Statistical and Nonlinear Physics (173 citations), Genetics (410 citations), Aging (23 citations) and Cancer Research (181 citations). Daniel Marbach has collaborated with scholars based in Switzerland, United States and Germany. Frequent co-authors include Dario Floreano, Thomas Schaffter, Robert J. Prill, Claudio Mattiussi, Gustavo A. Stolovitzky, Kyle R. Allison, Nic M. Vega, James C. Costello, James J. Collins and Robert Küffner. Their work appears in journals such as Nature Methods, Nature Medicine, Science, Bioinformatics and Annals of the New York Academy of Sciences.
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.