Freie Universität Berlin

Few-step generative model for de novo protein backbone design, extending MeanFlow to the SE(3) Lie-group geometry of residue frames.

Bidirectional DNA foundation model with a Mamba-attention-mixture-of-experts design, reading 1 million base pairs at single-nucleotide resolution.

Joint-embedding predictive foundation model pretrained on over a million unlabeled ECGs, learning transferable 12-lead representations for diagnosis.

Molecular descriptor model that embeds compounds into a continuous 512-dimensional space by translating between equivalent chemical line notations.