Robbe Devreese

6PUBLICATIONS

40CO-AUTHORS

Deep learningAdversarial machine learningMolecular imaging (incl. electron microscopy and neutron diffraction)Proteomics and metabolomics

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Publications (6)

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|Jun 08, 2026

iDeepLC: Chemical Structure Information Yields Improved Retention Time Prediction of Peptides with Unseen Modifications.

|Feb 10, 2026

Transfer learning in DeepLC improves LC retention time prediction across substantially different modifications and setups.

Robbin Bouwmeester, Alireza Nameni, Arthur Declercq

|Nov 11, 2025

Koina: Democratizing machine learning for proteomics research.

Ludwig Lautenbacher, Kevin L Yang, Tobias Kockmann

|Jul 08, 2025

Collisional Cross-Section Prediction for Multiconformational Peptide Ions with IM2Deep.

Robbe Devreese, Alireza Nameni, Arthur Declercq

|Mar 13, 2025

Maximizing Immunopeptidomics-Based Bacterial Epitope Discovery by Multiple Search Engines and Rescoring.

Patrick Willems, Fabien Thery, Laura Van Moortel

|Feb 07, 2025

TIMS<sup>2</sup>Rescore: A Data Dependent Acquisition-Parallel Accumulation and Serial Fragmentation-Optimized Data-Driven Rescoring Pipeline Based on MS<sup>2</sup>Rescore.

Arthur Declercq, Robbe Devreese, Jonas Scheid

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Frequent Collaborators

Ralf Gabriels

Robbin Bouwmeester

Arthur Declercq

Lennart Martens

Alireza Nameni

Francis Impens

Christine Carapito

Sven Degroeve

Jonas Scheid

David Gomez-Zepeda

Frequent Collaborators

Ralf Gabriels

Robbin Bouwmeester

Arthur Declercq

Lennart Martens