Daniel Marbach
Impact in
- Molecular Biology top 2%
- Gene Regulatory Network Analysis
- Bioinformatics and Genomic Networks
- Gene expression and cancer classification
- Single-cell and spatial transcriptomics
- Microbial Metabolic Engineering and Bioproduction
- Genomics and Chromatin Dynamics
- RNA Research and Splicing
- Biophysics top 5%
Papers in
-
- Bioinformatics and Genomic Networks 16
- Gene Regulatory Network Analysis 14
- Gene expression and cancer classification 6
- Genetics, Bioinformatics, and Biomedical Research 4
- Viral Infectious Diseases and Gene Expression in Insects 3
- Single-cell and spatial transcriptomics 2
- Co-authors
- Dario Floreano (9 shared papers)Thomas Schaffter (4 shared papers)Gustavo Stolovitzky (6 shared papers)Robert J. Prill (5 shared papers)Manolis Kellis (7 shared papers)Claudio Mattiussi (7 shared papers)Diogo M. Camacho (2 shared papers)James J. Collins (2 shared papers)
- Journals
- Nature Methods (3 papers)Bioinformatics (2 papers)PLoS Computational Biology (2 papers)Annals of the New York Academy of Sciences (2 papers)PLoS ONE (2 papers)
- Partner nations
- SwitzerlandUnited StatesGermany
In The Last Decade
Daniel Marbach
29 papers receiving 3.7k citations
Daniel Marbach's Hit Papers
Peers
Comparison fields: 5 of 149
- Molecular Biology 2.9k
- Biophysics 110
- Genetics 357
- Aging 20
- Computational Theory and Mathematics 188
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 30 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 | 1179 |
| 2 | Revealing strengths and weaknesses of methods for gene network inference Hit paper breakdown → | 2010 | 547 |
| 3 | 2011 | 393 | |
| 4 | 2009 | 329 | |
| 5 | 2010 | 312 | |
| 6 | 2016 | 201 | |
| 7 | 2013 | 193 | |
| 8 | 2016 | 184 | |
| 9 | 2012 | 92 | |
| 10 | 2010 | 67 | |
| 11 | 2006 | 60 | |
| 12 | Co-evolution of Configuration and Control for Homogenous Modular Robots | 2004 | 40 |
| 13 | Information-Theoretic Inference of Gene Networks Using Backward Elimination | 2010 | 34 |
| 14 | 2024 | 31 | |
| 15 | 2009 | 26 | |
| 16 | 2009 | 25 | |
| 17 | 2017 | 18 | |
| 18 | 2020 | 13 | |
| 19 | 2008 | 13 | |
| 20 | 2020 | 10 |
About Daniel Marbach
Daniel Marbach is a scholar working on Molecular Biology, Biomedical Engineering, Artificial Intelligence, Biophysics and Statistical and Nonlinear Physics, having authored 30 papers that have together received 3.8k indexed citations. Recurring topics across this work include Bioinformatics and Genomic Networks (16 papers), Gene Regulatory Network Analysis (14 papers), Gene expression and cancer classification (6 papers), Genetics, Bioinformatics, and Biomedical Research (4 papers), Evolutionary Algorithms and Applications (3 papers), Cell Image Analysis Techniques (3 papers), Viral Infectious Diseases and Gene Expression in Insects (3 papers) and Single-cell and spatial transcriptomics (2 papers). The work is most often cited by research in Molecular Biology (2.9k citations), Biophysics (110 citations), Genetics (357 citations), Aging (20 citations) and Computational Theory and Mathematics (188 citations). Daniel Marbach has collaborated with scholars based in Switzerland, United States and Germany. Frequent co-authors include Dario Floreano, Thomas Schaffter, Gustavo Stolovitzky, Robert J. Prill, Manolis Kellis, Claudio Mattiussi, Diogo M. Camacho, James J. Collins, Kyle R. Allison and Nic M. Vega. Their work appears in journals such as Nature Methods, Bioinformatics, PLoS Computational Biology, Annals of the New York Academy of Sciences and PLoS ONE.
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.