European Molecular Biology Laboratory

Self-supervised Siamese network for cryo-electron tomography, enabling zero-shot denoising, segmentation, and macromolecule detection in tomograms.

Natural product chemistry prediction from biosynthetic gene clusters, assigning ChemOnt ontology classes from the cluster's Pfam domain composition.

Sparse all-atom denoising models for de novo protein backbone generation, producing designable structures up to 1,000 residues in seconds.