Elif S. Bayrak

Agent-based model predictive framework to control cell culture bioreactors

Ali Cinar, Elif S. Bayrak, Tony Wang, 2016 .

Multi-agent modeling of tissue growth and angiogenesis with high performance computing

Elif S. Bayrak, 2015 .

Agent-based modeling of osteogenic differentiation of mesenchymal stem cells in porous biomaterials

Ali Cinar, Eric M. Brey, Elif S. Bayrak, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Adaptive multivariable closed-loop control of blood glucose concentration in patients with Type 1 Diabetes

Ali Cinar, Elizabeth Littlejohn, Laurie Quinn, 2013, 2013 American Control Conference.

Active inference for dynamic Bayesian networks with an application to tissue engineering

Ali Cinar, Mustafa Bilgic, Eric M. Brey, 2017, Knowledge and Information Systems.

Agent-based modeling of porous scaffold degradation and vascularization: Optimal scaffold design based on architecture and degradation dynamics.

Eric M. Brey, Elif S. Bayrak, Hamidreza Mehdizadeh, 2015, Acta biomaterialia.

Real-Time Knowledge-Based Systems

Ali Cinar, Elif S. Bayrak, E. S. Bayrak, 2017 .

Guaranteed stability of recursive multi-input-single-output time series models

Ali Cinar, Elizabeth Littlejohn, Laurie Quinn, 2013, 2013 American Control Conference.

In Silico Cell Cycle Predictor for Mammalian Cell Culture Bioreactor Using Agent-Based Modeling Approach

Ali Cinar, Elif S. Bayrak, Tony Wang, 2016 .