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Roberto Covino — most-cited papers & profile · AI for Science
← authors
·
overview
Roberto Covino
9
papers ·
76
citations ·
21
h-index
Goethe University Frankfurt · Frankfurt Institute for Advanced Studies
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Most-cited papers
Artificial Intelligence Assists Discovery of Reaction Coordinates and Mechanisms from Molecular Dynamics Simulations
2019 · 39 citations
Molecular free energies, rates, and mechanisms from data-efficient path sampling simulations
2023 · 33 citations
iMapD: intrinsic Map Dynamics exploration for uncharted effective free energy landscapes
2017 · 2 citations
Autonomous artificial intelligence discovers mechanisms of molecular self-organization in virtual experiments
2021 · 2 citations
Quantitative and Predictive Folding Models from Limited Single-Molecule Data Using Simulation-Based Inference
2025
Follow the MEP: Scalable Neural Representations for Minimum-Energy Path Discovery in Molecular Systems
2025
Optimal Rejection-Free Path Sampling
2025
Free energy, rates, and mechanism of transmembrane dimerization in lipid bilayers from dynamically unbiased molecular dynamics simulations
2024
Simulation-based inference of single-molecule experiments
2024
Top co-authors
Hendrik Jung
· 3
Peter G. Bolhuis
· 3
Gerhard Hummer
· 2
Gianmarco Lazzeri
· 2
Lars Dingeldein
· 2
Pilar Cossio
· 2
A Arjun
· 1
Aaron Lyons
· 1
Anastasia S. Georgiou
· 1
and Gerhard Hummer
· 1
C. William Gear
· 1
Eliodoro Chiavazzo
· 1
Topics
Chemistry
Protein Science
Physics ML
Drug Discovery
Materials