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Nadav Bojan

2 accepted papers

2026

Representing local protein environments with machine learning force fields

ICLR 2026poster

The local structure of a protein strongly impacts its function and interactions with other molecules. Representing local biomolecular environments remains a key challenge while applying machine learning approaches over protein structures. The structural and chemical variability of these environments…

Cited by 0SourcecodeScholar
2025

Inverse problems with experiment-guided AlphaFold

ICML 2025poster

Proteins exist as a dynamic ensemble of multiple conformations, and these motions are often crucial for their functions. However, current structure prediction methods predominantly yield a single conformation, overlooking the conformational heterogeneity revealed by diverse experimental modalities.…

Cited by 23SourcePDFScholar