All Competitors

A hybrid simulation and machine-learning framework that predicts ribosome location profiles from mRNA sequence alone, combining a structure-aware TASEP with a Mamba polisher.

GRN-informed single-cell foundation model combining gene regulatory hierarchy priors with long-sequence Mamba modeling for clustering, batch integration, perturbation modeling, and drug response prediction.

Apple's foundation model trained on behavioral signals from wearables, modeling 27 HealthKit metrics to improve predictions across 57 health tasks.

A spatiotemporal foundation model that learns generalizable representations directly from 4D functional MRI volumes for diverse brain-imaging tasks.