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modeling, which iteratively uses mixed integer programming models and simulation, is a suitable framework... stochastic RL network design problem. We present two hybrid simulation-analytical modeling approaches... model. The results obtained from the two approaches under different scenario and parameter settings...

stochastic models and direct numerical simulation (DNS) have observed a significant turbulent enhancement... model to simulate the droplet collision-coalescence process inside cloud adiabatic cores, where the... model includes droplet hydrodynamic effect by explicitly resolving the droplet disturbance flow. In...

modeled as « weakly coupled MDPs ». In such a problem, an operator is faced with a population of entities... stochastic models and optimization methods for the design of control algorithms in large-scale systems...

Stochastic periodic-review batch ordering inventory problems appear in many industrial settings. However... model parameters on the benefit of reducing the batch size and increasing the ordering capacity, and...

Models for Reliable Event Prediction: Application to Monitoring Adverse Events using Electronic Health... joint-modeling to tackle settings with large-scale, (potentially) correlated, high-dimensional multivariate... model along with scalable stochastic variational inference techniques for estimation. Second, we use...

model against alternating current SE. This model exploits the intrinsic load dynamics in ambient conditions... model characterized by its stochastic short-term behavior and deterministic long-term convergence. This...

Modeling of Infectious Diseases (3 credits) Offered by: Epidemiology and Biostatistics (Faculty of Medicine... models, stochastic models (including agent-based), contact patterns and heterogeneity, and Bayesian... modeling; 2) develop, parameterize, calibrate, and analyze simple infectious disease models in R; and...

stochastic methods introduced in this thesis are reliable alternatives for solving challenging computer...

Modeling of Infectious Diseases (3 credits) Note: This is the 2021–2022 eCalendar. Update the year in... models, stochastic models (including agent-based), contact patterns and heterogeneity, and Bayesian... modeling; 2) develop, parameterize, calibrate, and analyze simple infectious disease models in R; and...