TY - RPRT TI - Surrogate modeling of Cellular-Potts agent-based models as a segmentation task using the U-Net neural network architecture AU - Comlekoglu, Tien [Univ. of Virginia, Charlottesville, VA (United States)] (ORCID:0000000283142703) AU - Quetzalcóatl Toledo-Marín, J. [TRIUMF, Vancouver, BC (Canada); Perimeter Inst. for Theoretical Physics, Waterloo, ON (Canada)] AU - Comlekoglu, Tina [Univ. of Virginia, Charlottesville, VA (United States)] AU - DeSimone, Douglas W. [Univ. of Virginia, Charlottesville, VA (United States)] AU - Peirce, Shayn M. [Univ. of Virginia, Charlottesville, VA (United States)] AU - Fox, Geoffrey [Univ. of Virginia, Charlottesville, VA (United States)] AU - Glazier, James A. [Indiana Univ., Bloomington, IN (United States)] (ORCID:000000033634190X) PY - 2025 DO - 10.1371/journal.pcbi.1013626 UR - https://www.osti.gov/biblio/3000888 ID - 3000888 ER -