Addie Woicik

Pisces enhances drug combination synergy prediction by generating 64 augmented views per drug pair, achieving state-of-the-art results across multiple prediction tasks.

Capricorn enhances low-coverage Hi-C contact matrices using a multi-view diffusion model to improve loop detection accuracy across cell lines and chromosomes.

Sagittarius simulates gene expression at unmeasured timepoints using a transformer model, improving understanding of temporal dynamics in biology.

Gemini integrates hundreds of gene networks using memory-efficient high-order pooling, improving protein function prediction performance.