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

Toni Giorgino

Instituto di Biofisica

ORCID: 0000-0001-6449-0596

Also affiliated with Consorzio Roma Ricerche

Biochemistry, Genetics and Molecular BiologyMedicineComputer Science

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 3%percentile
1.3Author DataRank

Indexed papers

2in 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 2 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.

mdCATH: A Large-Scale MD Dataset for Data-Driven Computational Biophysics

Scientific Data(2024)10.1038/s41597-024-04140-z
Top 16%
1.3DataRank
Top 16%41 citations

Toni Giorgino, Gianni De Fabritiis, Antonio Mirarchi

Papers

Driven by 4 papers — median percentile 73. Top paper: “mdCATH: A Large-Scale MD Dataset for Data-Driven Computational Biophysics”.

mdCATH: A Large-Scale MD Dataset for Data-Driven Computational Biophysics

Scientific Data(2024)10.1038/s41597-024-04140-z
Top 16%
1.3DataRank
Top 16%41 citations

Toni Giorgino, Gianni De Fabritiis, Antonio Mirarchi

Large scale investigation of GPCR molecular dynamics data uncovers allosteric sites and lateral gateways

Nature Communications(2025)10.1038/s41467-025-57034-y
N/A
0.604DataRank · unranked
55 citations

Tomasz Maciej Stępniewski, Mariona Torrens‐Fontanals, Adrián García‐Recio, Marta Lopez‐Balastegui, Brian Medel-Lacruz +38 more

SCoV2-MD: a database for the dynamics of the SARS-CoV-2 proteome and variant impact predictions

Nucleic Acids Research(2022)10.1093/nar/gkab977
Top 37%
0.520DataRank
Top 37%31 citations

Alejandro Peralta-García, Carmine Talarico, Ramon Guixà-González, Toni Giorgino, Jana Selent +1 more

Machine learning coarse-grained potentials of protein thermodynamics

Nature Communications(2023)10.1038/s41467-023-41343-1
N/A
0DataRank · unranked
117 citations

Adrià Pérez, Philipp Thölke, Stefan H. Doerr, Nicholas E. Charron, Toni Giorgino +5 more