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 200 publications
Title Year Cited by
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
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
Towards data-driven reliability modeling for cyber-physical production systems
J Friederich, S Lazarova-Molnar
Procedia Computer Science 184, 589-596, 2021
 2021 38
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 37
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 35
Simulation-based deep reinforcement learning for modular production systems
N Feldkamp, S Bergmann, S Strassburger, ...
2020 Winter Simulation Conference (WSC), 1596-1607, 2020
 2020 34
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 34
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 34
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 33
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 33
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 31
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 31
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
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 29
Using agent-based simulation for emergent behavior detection in cyber-physical systems
R Bemthuis, M Mes, ME Iacob, P Havinga, ...
2020 Winter Simulation Conference (WSC), 230-241, 2020
 2020 29
A combination of compositional index and genetic algorithm for predicting transmembrane helical segments
N Zaki, S Bouktif, S Lazarova-Molnar
PloS one 6 (7), e21821, 2011
 2011 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 28
Proxel-based simulation of stochastic petri nets containing immediate transitions
S Lazarova-Molnar, G Horton
On-Site Proceedings of the Satellite Workshop of ICALP 2003, 2003
 2003 28
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 27
Software engineering issues for cyber-physical systems
J Al-Jaroodi, N Mohamed, I Jawhar, S Lazarova-Molnar
2016 IEEE International Conference on Smart Computing (SMARTCOMP), 1-6, 2016
 2016 26

Citations

All Since 2019
Citations 4,212 3,231
h-index 31 27
i10-index 114 89