SynBioBeta Speaker
Eric Nguyen
Radical Numerics
Co-founder & CEO
I work on genomic foundation models. I co-created Evo and Evo 2.With my team at Radical Numerics, we're building the next-generation of models to unify every modality of biology into a single learning system, including DNA, RNA, proteins, epigenomics, metabolomics, and every -omic.
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Human Health
From Cells to Patients: Solving the Scale Mismatch in Virtual Biology
Drug discovery often measures biology at the cell level while interventions work at the tissue, organ, or whole-patient scale. This mismatch can make accurate cell-level predictions irrelevant in the clinic. This session dives into strategies to bridge that gap: multiscale modeling that nests single-cell dynamics within organ-level simulations, spatial transcriptomics that preserve context, and surrogate models that translate cell-level outputs into clinical biomarkers. Speakers will ask: how do we ensure virtual biology reflects not just what cells do in isolation, but how biology behaves in the real complexity of patients?
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