Jingxiang Shen

The paper shows that scaling constraints shape the decoder structure in the Drosophila gap gene system, explaining mutants behavior and gene regulation without molecular details.

This paper uses a deep neural network to infer gene regulation networks from gene expression dynamics, demonstrating its ability to predict mutant behaviors and uncover regulatory mechanisms.