2 citations · 2 across the 2 of their papers we have counts for
2 papers
q-bio.QM2025★ 2 cited
Generative diffusion model surrogates for mechanistic agent-based biological models
Tien Comlekoglu, J. Quetzalcoatl Toledo-Marín, Douglas W. DeSimone +3
Mechanistic, multicellular, agent-based models are commonly used to investigate tissue, organ, and organism-scale biology at single-cell resolution. The Cellular-Potts Model (CPM)…
cs.LG2025
Surrogate modeling of Cellular-Potts Agent-Based Models as a segmentation task using the U-Net neural network architecture
Tien Comlekoglu, J. Quetzalcóatl Toledo-Marín, Tina Comlekoglu +4
The Cellular-Potts model is a powerful and ubiquitous framework for developing computational models for simulating complex multicellular biological systems. Cellular-Potts models (…