Roberto Covino

Frankfurt Institute for Advanced Studies — Germany

Biochemistry, Genetics and Molecular Biology · Life Sciences

21h-index2.7kcitations103works4.72yr avg
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Research Topics

Protein Structure and Dynamics(29), Lipid Membrane Structure and Behavior(14), Machine Learning in Materials Science(14), Endoplasmic Reticulum Stress and Disease(11), Force Microscopy Techniques and Applications(10)

Publications103 total

Rapid identification of EphA2 ligand-binding domain binders through an optimized NMR fragment-screening workflow
2026Open Access
Rapid identification of EphA2 ligand-binding domain binders through an optimized NMR fragment-screening workflow
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Rapid identification of EphA2 ligand-binding domain binders through an optimized NMR fragment-screening workflow
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
A Multi-level Perspective on the Evolution of Orthologs and Their Functions
Journal of Molecular Evolution·2025· 1 citedOpen Access
How does <i>Mycoplasma pneumoniae</i> scavenge lipids from its host membranes?
Science Advances·2025Open Access
The kidney slit diaphragm resembles a fishnet
Kidney International·2025· 3 citedOpen Access
Cryo-EM Images are Intrinsically Low Dimensional
PRX Life·2025Open Access
Quantitative and Predictive Folding Models from Limited Single-Molecule Data Using Simulation-Based Inference
arXiv (Cornell University)·2025Open Access
Understanding Reaction Mechanisms from Start to Finish
ArXiv.org·2025Open Access
Author response: The Structural Dynamics of IRE1 and its Interaction with Unfolded Peptides
2025Open Access
The Structural Dynamics of IRE1 and its Interaction with Unfolded Peptides
2025Open Access
The Structural Dynamics of IRE1 and its Interaction with Unfolded Peptides
2025Open Access
Amortized template matching of molecular conformations from cryoelectron microscopy images using simulation-based inference
Proceedings of the National Academy of Sciences·2025· 8 citedOpen Access
Follow the MEP: Scalable Neural Representations for Minimum-Energy Path Discovery in Molecular Systems
arXiv (Cornell University)·2025Open Access
The need to implement FAIR principles in biomolecular simulations
Nature Methods·2025· 38 citedOpen Access
Counting particles could give wrong probabilities in Cryo-Electron Microscopy
2025· 6 citedOpen Access
Optimal Rejection-Free Path Sampling
arXiv (Cornell University)·2025Open Access
Structural Dynamics of IRE1 and its Interaction with Unfolded Peptides
2025Open Access
Simulation-based inference of single-molecule experiments
Current Opinion in Structural Biology·2025· 7 citedOpen Access
BPS2025 - Effect of membrane composition on IRE1 dimerization quantitatively exposed by machine-learning-enhanced path sampling simulations
Biophysical Journal·2025
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Frequent Co-authors

Gerhard Hummer(24), Michael Gecht(9), Robert Ernst(9), Lars Dingeldein(8), Pilar Cossio(8), Mateusz Sikora(5), Florian E.C. Blanc(5), Sören von Bülow(5), Hendrik Jung(5), Pietro Faccioli(5), Taki Nishimura(5), Gianmarco Lazzeri(5), Peter G. Bolhuis(4), Elena Spinetti(4), G Elif Karagöz(4), Martin Beck(3), Harald F. Hofbauer(3), Inga Hänelt(3), Stephanie Ballweg(3), S. a Beccara(3)