Foundation model Walrus finetuned to predict living embryo tissue flows

ninamiolane · x · 2026-10-21

A Polymathic AI internship project finetuned Walrus, a foundation model trained on simulated physical systems, on 12 wild-type Drosophila blastoderm videos and tested it on unseen conditions to predict living embryo tissue flows — probing whether physics foundation models can transfer to real biological systems and yield new biophysics insights.

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