Tien Comlekoglu

According to our database, Tien Comlekoglu authored at least 7 papers between 2020 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

Automated Multi-label Classification of Eleven Retinal Diseases: A Benchmark of Modern Architectures and a Meta-Ensemble on a Large Synthetic Dataset.

Jerry Cao-Xue, Tien Comlekoglu, Keyi Xue, Guanliang Wang, Jiang Li, Gordon Laurie

CoRR, August, 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

2020

Memory in a fractional-order cardiomyocyte model alters voltage- and calcium-mediated instabilities.

Tien Comlekoglu, Seth H. Weinberg

Commun. Nonlinear Sci. Numer. Simul., 2020