Surrogate modeling of Cellular-Potts agent-based models as a segmentation task using the U-Net neural network architecture. - Comlekoglu, Tien; Quetzalcóatl Toledo-Marín, J.; Comlekoglu, Tina; DeSimone, Douglas W.; Peirce, Shayn M.; Fox, Geoffrey; Glazier, James A. (PLoS Computational Biology, 2025)