research

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):

Publications

Showing 21-40 of 315 publications
Title Year Cited by
Hybrid modeling of collaborative freight transportation planning using agent-based simulation, auction-based mechanisms, and optimization
KH Bae, N Mustafee, S Lazarova-Molnar, L Zheng
SIMULATION, 2022
2022 44
Data Analytics Framework for Industry 4.0: Enabling Collaboration for Added Benefits
S Lazarova-Molnar, N Mohamed, J Al-Jaroodi
IET Collaborative Intelligent Manufacturing 1 (4), 117-125, 2019
2019 44
A service-oriented middleware for building collaborative UAVs
N Mohamed, J Al-Jaroodi, I Jawhar, S Lazarova-Molnar
Journal of Intelligent & Robotic Systems 74 (1), 309-321, 2014
2014 44
CE-BEMS: A Cloud-Enabled Building Energy Management System
N Mohamed, S Lazarova-Molnar, J Al-Jaroodi
3rd MEC International Conference on Big Data and Smart City (ICBDSC 2016), 2016
2016 42
Towards data-driven reliability modeling for cyber-physical production systems
J Friederich, S Lazarova-Molnar
Procedia Computer Science 184, 589-596, 2021
2021 40
Simulation-based digital twin development for blockchain enabled end-to-end industrial hemp supply chain risk management
K Wang, W Xie, B Wang, J Pei, W Wu, M Baker, Q Zhou, ...
2020 Winter Simulation Conference (WSC), 3200-3211, 2020
2020 40
Automated model development and parametrization of material flow simulations
M Milde, G Reinhart, S Lazarova-Molnar (Proceedings Editor)
2019 Winter Simulation Conference (WSC), 2166-2177, 2019
2019 39
Cloud of things: Optimizing smart city services
N Mohamed, S Lazarova-Molnar, J Al-Jaroodi
2017 7th International Conference on Modeling, Simulation, and Applied …, 2017
2017 39
Simulation-based deep reinforcement learning for modular production systems
N Feldkamp, S Bergmann, S Strassburger, ...
2020 Winter Simulation Conference (WSC), 1596-1607, 2020
2020 38
Deep Q-network model for dynamic job shop scheduling problem based on discrete event simulation
Y Turgut, CE Bozdag, S Lazarova-Molnar (Proceedings Editor)
2020 Winter Simulation Conference (WSC), 1551-1559, 2020
2020 37
Data-driven fault tree modeling for reliability assessment of cyber-physical systems
S Lazarova-Molnar, P Niloofar, GK Barta
2020 Winter Simulation Conference (WSC), 2719-2730, 2020
2020 37
Process Mining for Dynamic Modeling of Smart Manufacturing Systems: Data Requirements
J Friederich, G Lugaresi, S Lazarova-Molnar, A Matta
Procedia CIRP 107, 546-551, 2022
2022 35
Generation and tuning of discrete event simulation models for manufacturing applications
G Lugaresi, A Matta, S Lazarova-Molnar (Proceedings Editor)
2020 Winter Simulation Conference (WSC), 2707-2718, 2020
2020 35
Reliability modeling of cyber-physical systems: A holistic overview and challenges
S Lazarova-Molnar, N Mohamed, HR Shaker
2017 Workshop on modeling and simulation of cyber-physical energy systems …, 2017
2017 35
A service-oriented middleware for cloud of things and fog computing supporting smart city applications
N Mohamed, J Al-Jaroodi, S Lazarova-Molnar, I Jawhar, S Mahmoud
2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2017
2017 35
Comparative Evaluation of Data Requirements and Level of Decision Support Provided by Decision Support Tools for Reducing Livestock-Related Greenhouse Gas Emissions
DA Thumba, S Lazarova-Molnar, P Niloofar
Journal of Cleaner Production, 2022
2022 32
Failure impact on coverage in linear wireless sensor networks
N Mohamed, J Al-Jaroodi, I Jawhar, S Lazarova-Molnar
2013 International Symposium on Performance Evaluation of Computer and …, 2013
2013 30
A Conceptual Framework for Holistic Assessment of Decision Support Systems for Sustainable Livestock Farming
P Niloofar, S Lazarova-Molnar, D Thumba, KI Shahin
Ecological Indicators, 2023
2023 29
Industry 4.0: Opportunities for Enhancing Energy Efficiency in Smart Factories
N Mohamed, J Al-Jaroodi, S Lazarova-Molnar
2019 IEEE International Systems Conference (SysCon), 2019
2019 29
Reliability of Cyber Physical Systems with Focus on Building Management Systems
S Lazarova-Molnar, HR Shaker, N Mohamed
2016 IEEE 35th International Performance Computing and Communications …, 2016
2016 29

Citations

All Since 2019
Citations 5,059 3,806
h-index 35 29
i10-index 128 98