Douglas W. DeSimone

According to our database, Douglas W. DeSimone authored at least 6 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Generative diffusion model surrogates for mechanistic agent-based biological models (Training Data and Trained Models).

Tien Comlekoglu, Javier Quetzalcóatl Toledo-Marín, Shayn M. Peirce, Douglas W. DeSimone, Geoffrey C. Fox, James A. Glazier

Dataset, September, 2025

Generative diffusion model surrogates for mechanistic agent-based biological models (Training Data).

Tien Comlekoglu, Javier Quetzalcóatl Toledo-Marín, Shayn M. Peirce, Douglas W. DeSimone, Geoffrey C. Fox, James A. Glazier

Dataset, September, 2025

Surrogate modeling of Cellular-Potts Agent-Based Models as a segmentation task using the U-Net neural network architecture.

Tien Comlekoglu, Javier Quetzalcóatl Toledo-Marín, Tina Comlekoglu, Shayn M. Peirce, Douglas W. DeSimone, Geoffrey C. Fox, James A. Glazier

Dataset, May, 2025

Surrogate modeling of Cellular-Potts agent-based models as a segmentation task using the U-Net neural network architecture.

Tien Comlekoglu, Javier Quetzalcóatl Toledo-Marín, Tina Comlekoglu, Douglas W. DeSimone, Shayn M. Peirce, Geoffrey C. Fox, James A. Glazier

PLoS Comput. Biol., 2025

Generative diffusion model surrogates for mechanistic agent-based biological models.

Tien Comlekoglu, Javier Quetzalcóatl Toledo-Marín, Douglas W. DeSimone, Shayn M. Peirce, Geoffrey C. Fox, James A. Glazier

Mach. Learn. Sci. Technol., 2025

2007

Multiscale computational analysis of Xenopus laevis morphogenesis reveals key insights of systems-level behavior.

Scott H. Robertson, Chris K. Smith, Anna L. Langhans, Sara E. McLinden, Matthew A. Oberhardt, Karoly R. Jakab, Bette Dzamba, Douglas W. DeSimone, Jason A. Papin, Shayn M. Peirce

BMC Syst. Biol., 2007