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 221-240 of 315 publications
Title Year Cited by
Proxels Practically: The Meaning of the Lifetime Factor
S Lazarova-Molnar, G Horton
Proceedings of 18th Symposium Simulationstechnik (ASIM 2005), Erlangen …, 2005
2005 2
SmartCityWare: a service-oriented middleware for cloud and fog enabled Smart City services. IEEE Access 5, 17576–17588 (2017)
N Mohamed, J Al-Jaroodi, I Jawhar, S Lazarova-Molnar, S Mahmoud
2
Simulation and modeling efforts to support decision making in healthcare supply chain management. Sci. World J. 2014, 16 (2014)
E Abukhousa, J Al-jaroodi, S Lazarova-molnar, N Mohamed
2
104 (1), 214-229, 2006.[Lazarova-Molnar y Mohamed, 2019] Lazarova-Molnar S
P Economics
Mohamed N.,“Reliability assessment, 0
2
Frequency-Based Partitioning for Modular Validation of Stochastic Petri Net Digital Twin Models
A Zare, S Lazarova-Molnar
40th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. 2026, 2026
2026 1
MDPNML: A Multidimensional Petri Net Markup Language Enabling Construction and Simulation of Comprehensive Digital Twin Models
A Khodadadi, S Lazarova-Molnar
The International Conference on Model-Based Software and Systems Engineering …, 2026
2026 1
Automated extraction of comprehensive digital twin models for smart manufacturing systems
A Khodadadi, S Lazarova-Molnar
Journal of Manufacturing Systems, 2026
2026 1
Integrating Expert Trustworthiness into Digital Twin Models Extracted from Expert Knowledge and Internet of Things Data: A Case Study in Reliability
M Jungmann, S Lazarova-Molnar
2025 Winter Simulation Conference (WSC), 2025
2025 1
Preserving Dependencies in Partitioned Digital Twin Models for Enabling Modular Validation
A Zare, S Lazarova-Molnar
2025 Winter Simulation Conference (WSC), 2025
2025 1
Exploring Integration of Surrogate Models Through A Case Study on Variable Frequency Drives
D Šturek, S Lazarova-Molnar
2025 Winter Simulation Conference (WSC), 2025
2025 1
Exploring Data Requirements for Data-Driven Agent-Based Modeling
HM Lee, S Lazarova-Molnar
2025 Winter Simulation Conference (WSC), 2025
2025 1
Acoustic Traffic Attribute Classification for ITS: A Comparative Study of Machine Learning and CNN Approaches
J Meng, M Demetgül, S Lazarova-Molnar, F Gauterin, A Vinel
2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall), 1-7, 2025
2025 1
Data Requirements for Tire-Road Monitoring: A Roadmap for Data Collection, Processing, and Decision Making
M Demetgül, J Meng, S Lazarova-Molnar, A Vinel
2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall), 2025
2025 1
Data-Driven Agent-Based Modeling and Simulation of Price Competition in the Danish Pharmaceutical Market
R Jamali, S Lazarova-Molnar
The 21st European Conference on Multi-Agent Systems (EUMAS 2024), 2024
2024 1
Towards Sustainable Manufacturing: Digital Twins for Enhanced Energy Efficiency
A Khodadadi, S Lazarova-Molnar
The 11th EUROSIM Congress, 2023
2023 1
The Impact of Adding Interaction-Driven Evolutionary Behavior to the Schelling's Model
Y Turgut, S Lazarova-Molnar
The 11th EUROSIM Congress, 2023
2023 1
On the Relationship between Model Complexity and Decision Support in Agent-based Modeling and Simulation
R Jamali, S Lazarova-Molnar
The 11th EUROSIM Congress, 2023
2023 1
Data-driven Simulation
S Lazarova-Molnar
2022 Signal Processing: Algorithms, Architectures, Arrangements, and …, 2022
2022 1
Data Requirements for Automated Simulation Modelling of Production Systems with Varying Resource Behaviour
G Lugaresi, J Friederich, S Lazarova-Molnar, A Matta
Annual Modeling and Simulation Conference (ANNSIM 2021), 2021
2021 1
Modeling and Simulation for Decision Support in Precision Livestock Farming, 2020
P Niloofar, S Lazarova-Molnar, DP Francis, A Vulpe, G Suciu, ...
2020 1

Citations

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