3 papers
q-bio.QM2026
Reliable mechanistic operator recovery with biologically-informed neural networks: principles for architecture and optimisation design
Rebecca M. Crossley, Yuan Yin, Sarah L. Waters +1
Many biological processes are governed by complex dynamical mechanisms that remain incompletely understood despite increasing volumes of experimental data. Biologically-informed ne…
q-bio.QM2024
Optimal control of collective electrotaxis in epithelial monolayers
Simon F. Martina-Perez, Isaac B. Breinyn, Daniel J. Cohen +1
Epithelial monolayers are some of the best-studied models for collective cell migration due to their abundance in multicellular systems and their tractability. Experimentally, the…
q-bio.QM2024
Quantifying cell cycle regulation by tissue crowding
Carles Falcó, Daniel J. Cohen, José A. Carrillo +1
The spatiotemporal coordination and regulation of cell proliferation is fundamental in many aspects of development and tissue maintenance. Cells have the ability to adapt their div…