Keywords that describe my research interests: simulation, digital twins, data-driven simulation, stochastic models, modelling, performance, performability, formal systems, energy performance, buildings, decision support systems, etc.
My research is in the domain of modelling and simulation, focusing on improving its methodology, and making it more automated and data-driven, as well as developing new application areas. Here is a list of my publications (for more up-to-date publication list, check my Google Scholar profile):
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Data-driven decision support in livestock farming for improved animal health, welfare and greenhouse gas emissions P Niloofar, DP Francis, S Lazarova-Molnar, A Vulpe, M Vochin |
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DATA-DRIVEN RELIABILITY MODELING OF SMART MANUFACTURING SYSTEMS USING PROCESS MINING B Feng, G Pedrielli, Y Peng, S Shashaani, E Song, CG Corlu, LH Lee, ... |
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PROXEL-BASED SIMULATION OF FAULT TREES IN R B Feng, G Pedrielli, Y Peng, S Shashaani, E Song, CG Corlu, LH Lee, ... |
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Process Mining for Reliability Modeling of Manufacturing Systems with Limited Data J Friederich, S Lazarova-Molnar |
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Hybrid modeling of collaborative freight transportation planning using agent-based simulation, auction-based mechanisms, and optimization S Lazarova-Molnar, L Zheng |
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DATA-DRIVEN FAULT TREE MODELING FOR RELIABILITY ASSESSMENT OF CYBER-PHYSICAL SYSTEMS KH Bae, B Feng, S Kim, S Lazarova-Molnar, Z Zheng, T Roeder, ... |
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A Strategy for Reliability Assessment of Future Nano-Circuits UA EMIRATES |
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ICSRS 2018 M Jae, M Kimura, MJ Zuo, M Savsar, L Xing, K Mansouri, KS Trivedi, ... |
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SmartCityWare: A Service-Oriented Middleware for Cloud and Fog Enabled Smart City Services S LAZAROVA-MOLNAR, S MAHMOUD |
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A SIMULATION-BASED APPROACH TO ENHANCING PROJECT SCHEDULES BY THE INCLUSION OF REMEDIAL ACTION SCENARIOS S Jain, RR Creasey, J Himmelspach, KP White, M Fu |
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Simulation of Fluid Stochastic Petri Nets Using the Proxel-Based Approach LD Baskar, S Lazarova-Molnar, G Horton |
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