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 41-60 of 331 publications
Title Year Cited by
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 32
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 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
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 30
A General Framework For Human-in-the-Loop Cognitive Digital Twins
P Niloofar, S Lazarova-Molnar, F Omitaomu, H Xu, X Li
2023 Winter Simulation Conference (WSC), 2023
2023 29
Data-Driven Extraction and Analysis of Repairable Fault Trees from Time Series Data
P Niloofar, S Lazarova-Molnar
Expert Systems with Applications (ESWA), 2023
2023 29
Simulation based multi-objective fab scheduling by using reinforcement learning
WJ Lee, BH Kim, K Ko, H Shin, S Lazarova-Molnar (Proceedings Editor)
2019 Winter Simulation Conference (WSC), 2236-2247, 2019
2019 28
Assessment of building intelligence requirements for real time performance testing in smart buildings
E Markoska, N Jakica, S Lazarova-Molnar, MK Kragh
2019 4th International Conference on Smart and Sustainable Technologies …, 2019
2019 28
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 28
Challenges in the Data Collection for Diagnostics of Smart Buildings
S Lazarova-Molnar, N Mohamed
Information Science and Applications (ICISA) 2016, Lecture Notes in …, 2016
2016 27
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 27
Dynamically changing sequencing rules with reinforcement learning in a job shop system with stochastic influences
J Heger, T Voss, S Lazarova-Molnar (Proceedings Editor)
2020 Winter Simulation Conference (WSC), 1608-1618, 2020
2020 26
Trends in automatic composition of structures for simulation models in production and logistics
S Wenzel, J Stolipin, J Rehof, J Winkels, ...
2019 Winter Simulation Conference (WSC), 2190-2200, 2019
2019 26
Middleware requirements for collaborative unmanned aerial vehicles
N Mohamed, J Al-Jaroodi, I Jawhar, S Lazarova-Molnar
2013 International Conference on Unmanned Aircraft Systems (ICUAS), 1051-1060, 2013
2013 26
A Vision for Advancing Digital Twins Intelligence: Key Insights and Lessons from Decades of Research and Experience with Simulation
S Lazarova-Molnar
The 14th International Conference on Simulation and Modeling Methodologies …, 2024
2024 25
Fusion of Data and Expert Knowledge for Fault Tree Reliability Analysis of Cyber-Physical Systems
P Niloofar, S Lazarova-Molnar
2021 5th International Conference on System Reliability and Safety (ICSRS), 2021
2021 25
Requirements for Data-Driven Reliability Modeling and Simulation of Smart Manufacturing Systems
J Friederich, S Lazarova-Molnar
Winter Simulation Conference 2021, 2021
2021 25
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 25
Collaborative data analytics for industry 4.0: challenges, opportunities and models
S Lazarova-Molnar, N Mohamed, J Al-Jaroodi
2018 sixth international conference on enterprise systems (ES), 100-107, 2018
2018 25
A New Data-Driven Controllability Measure with Application in Intelligent Buildings
HR Shaker, S Lazarova-Molnar
Energy and Buildings (Elsevier), 2017
2017 25

Citations

All Since 2019
Citations 5,481 4,208
h-index 35 32
i10-index 132 103