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IEN, Industrial Engineering, Dr. Asfour, Chair

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1 IEN, Industrial Engineering, Dr. Asfour, Chair
University of Miami Industrial Assessment Center (MIIAC) Director: Dr. Shihab Asfour Anthony Burns Center for Advanced Supply Chain Management (CASCM) Director: Dr. Murat Erkoc Biomechanics Research Group (BRG) Manufacturing Research Institute (MRI) Director: Dr. Francesco Travascio

2 IEN Industrial Engineering Dr. Asfour, Chair
University of Miami Simulation and Optimization Research Lab (SimLab) Director: Dr. Nurcin Celik 1: DYNAMIC-DATA-DRIVEN ADAPTIVE SIMULATIONS (DDDAS) Particle Filtering Approach 2: DDDAS-BASED MONITORING AND CONTROL OF AIR FORCE BASE MICROGRIDS DDDAS Approach 2: ELECTRIC UTILITY RESOURCE PLANNING Continuous-Discrete Modular Modeling Approach 3: SIMULATION AND OPTIMIZATION OF SOLID WASTE MANAGEMENT SYSTEMS IN FLORIDA Hybrid Agent-based Modeling Approach 4: ASSESSMENT OF HEALTH AND SAFETY RISKS OF SOLID WASTE WORKERS IN FLORIDA Bayesian Analysis 3: EMERGENCY EVACUATION/WORKFORCE ASSIGNMENT Social Network Analysis Approach Dr. Nurcin Celik Lab Members Xiaoran Shi Aristotelis Thanos Mehrad Bastani Haluk Damgacioglu Talal Alyamani Duygu Yasar Gregory Collins David Reiff

3 Individuals, their Choices, and the Society Dr. Nazrul I Shaikh
Marketing Engineering You can you measures someone’s preferences from the choices that they make. Then How can you systematically influence/cater to his/her choices? How do you develop a marketing strategy for your product or services? How can you leverage the social media for prediction and forecasting Example Projects: Quantifying how the public sentiments are evolving using Twitter and Google Trends data Developing an optimal digital marketing strategy for a Social Cause Social Networks One can measure how your friends and family, or strangers influence your opinions and choices. Then How do opinions, ideas, and choices spread in a networked society? How can you leverage what you know about individual and group behavior for developing a strategy? Example Projects: Sampling and the Multi-Armed Bandit Seeding-As a marketer, who should you give free samples to?

4 IEN Industrial Engineering Dr. Asfour, Chair
Dr. Seokgi Lee, Assistant Professor in IE Methodologies : Distributed system and control Logical analysis of data Dynamic probabilistic systems Applications: Predictive analytics for delivering prevention services in education, psychology, and medicine areas Home healthcare service Energy-aware operations in manufacturing and logistics systems

5 IEN Industrial Engineering Dr. Asfour, Chair
Dr. Ramin Moghaddass, Assistant Professor in IE Methodologies: Stochastic Programming and Control Data-Driven Decision Making under Uncertainty and Dynamic Environments Predictive Analytics and Big data Healthcare Analytics & Causal Inference Current Research Activities: Condition Monitoring and Maintenance Decision Making in Smart Grids Using Large-scale SCADA Data Data-Driven Cancer Diagnosis and Prediction Time-dependent Treatment Effects Analysis Using Longitudinal Medical Data


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