Reverse engineering morphogenesis through Bayesian optimization of physics-based models

Abstract Morphogenetic programs coordinate cell signaling and mechanical interactions to shape organs. In systems and synthetic biology, a key challenge is determining optimal cellular interactions for predicting organ shape, size, and function. Physics-based models defining the subcellular force di...

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Bibliographic Details
Published in:npj Systems Biology and Applications
Main Authors: Nilay Kumar, Mayesha Sahir Mim, Alexander Dowling, Jeremiah J. Zartman
Format: Article
Language:English
Published: Nature Portfolio 2024-05-01
Online Access:https://doi.org/10.1038/s41540-024-00375-z