🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Christian L. Müller

Helmholtz Munich

ORCID: 0000-0002-3821-7083

Also affiliated with Flatiron Health (United States), Flatiron Institute, Munich Center for Machine Learning, Ludwig-Maximilians-Universität München

Biochemistry, Genetics and Molecular BiologyEconomics, Econometrics and FinanceMathematics

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile
0Author DataRank

Indexed papers

3in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 3 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

scCODA - benchmark data (Revision 1)

Zenodo (CERN European Organization for Nuclear Research)(2021)10.5281/zenodo.5084440
Top 100%
0DataRank
Top 100%0 citations

Maren Büttner, Christian L. Müller, Benjamin Schubert, Fabian Joachim Theis, Johannes Ostner

Papers

Driven by 13 papers — median percentile 0. Top paper: “scCODA: A Bayesian model for compositional single-cell data analysis”.

scCODA: A Bayesian model for compositional single-cell data analysis

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.12.14.422688
N/A
1.0DataRank · unranked
16 citations

Johannes Ostner, Christian L. Müller, Fabian Joachim Theis, Benjamin Schubert, Maren Büttner

Best practices for single-cell analysis across modalities

Nature Reviews Genetics(2023)10.1038/s41576-023-00586-w
N/A
1.0DataRank · unranked
1013 citations

Anna Christina Schaar, Christopher Lance, Anastasia Litinetskaya, Felix Drost, Luke Zappia +34 more

scCODA is a Bayesian model for compositional single-cell data analysis

Nature Communications(2021)10.1038/s41467-021-27150-6
N/A
0.882DataRank · unranked
356 citations

Johannes Ostner, Christian L. Müller, Fabian Joachim Theis, Benjamin Schubert, Maren Büttner

Ocean mover’s distance: using optimal transport for analysing oceanographic data

Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences(2022)10.1098/rspa.2021.0875
N/A
0.595DataRank · unranked
14 citations

Aditya K. Mishra, Christopher L. Follett, Bror Jönsson, Gemma Kulk, Gaël Forget +6 more

A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.02.24.432662
N/A
0.269DataRank · unranked
5 citations

Annette Peters, Martina Rommel, Josef Cyrys, Harald Grallert, Dirk Haller +3 more

A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota

PLoS Computational Biology(2022)10.1371/journal.pcbi.1010044
N/A
0DataRank · unranked
21 citations

Annette Peters, Martina Rommel, Josef Cyrys, Harald Grallert, Dirk Haller +3 more

CMA-ES-Rosetta: Blackbox optimization algorithm traverses rugged peptide docking energy landscapes

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.12.19.521113
N/A
0DataRank · unranked
2 citations

P. Douglas Renfrew, Christian L. Müller, Kevin Drew, Erin Claussen

scCODA - benchmark data (Revision 1)

Zenodo (CERN European Organization for Nuclear Research)(2021)10.5281/zenodo.5084440
Top 100%
0DataRank
Top 100%0 citations

Maren Büttner, Christian L. Müller, Benjamin Schubert, Fabian Joachim Theis, Johannes Ostner

Scaffold Matcher : A CMA‐ES based algorithm for identifying hotspot aligned peptidomimetic scaffolds

Proteins Structure Function and Bioinformatics(2023)10.1002/prot.26619
N/A
0DataRank · unranked
1 citations

P. Douglas Renfrew, Christian L. Müller, Kevin Drew, Erin Claussen

scCODA - benchmark data (Revision 2)

Zenodo (CERN European Organization for Nuclear Research)(2021)10.5281/zenodo.4305906
Top 100%
0DataRank
Top 100%0 citations

Maren Büttner, Christian L. Müller, Benjamin Schubert, Fabian Joachim Theis, Johannes Ostner

scCODA - benchmark data

Zenodo (CERN European Organization for Nuclear Research)(2020)10.5281/zenodo.4305907
Top 100%
0DataRank
Top 100%0 citations

Maren Büttner, Christian L. Müller, Benjamin Schubert, Fabian Joachim Theis, Johannes Ostner

Tree-Aggregated Predictive Modeling of Microbiome Data

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.09.01.277632
N/A
0DataRank · unranked
8 citations

Xiaohan Yan, Léo Simpson, Christian L. Müller, Jacob Bien

Tree-aggregated predictive modeling of microbiome data

Scientific Reports(2021)10.1038/s41598-021-93645-3
N/A
0DataRank · unranked
33 citations

Xiaohan Yan, Léo Simpson, Christian L. Müller, Jacob Bien