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 141-160 of 331 publications
Title Year Cited by
A genetic algorithm to enhance transmembrane helices prediction
N Zaki, S Bouktif, S Lazarova-Molnar
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
2011 9
Modeling human decision behaviors for accurate prediction of project schedule duration
S Lazarova-Molnar, R Mizouni
Enterprise and Organizational Modeling and Simulation: 6th International …, 2010
2010 9
A Conceptual Framework for Digital Twins of Multi-Agent Systems
HM Lee, R Jamali, S Lazarova-Molnar
The 16th International Conference on Ambient Systems, Networks and …, 2025
2025 8
Data-Driven Extraction of Simulation Models for Energy-Oriented Digital Twins of Manufacturing Systems: An Illustrative Case Study
A Khodadadi, S Lazarova-Molnar
2024 Winter Simulation Conference (WSC), 2024
2024 8
Predictive Process Monitoring for Prediction of Remaining Cycle Time in Automated Manufacturing: A Case Study
J Friederich, JK Lindeløv, S Lazarova-Molnar
IEEE International Conference on Emerging Technologies and Factory Automation, 2023
2023 8
Analysis of layout impacts on resource allocation for voting: A los angeles vote center
ND Bernardo, GA Macht, J Lather, ...
2020 Winter Simulation Conference (WSC), 3128-3139, 2020
2020 8
Use of simulation-aided reinforcement learning for optimal scheduling of operations in industrial plants
S Wagle, AA Paranjape, S Lazarova-Molnar (Proceedings Editor)
2020 Winter Simulation Conference (WSC), 572-583, 2020
2020 8
Optimal technology refresh strategies for strategic dmsms management using ranking and selection
JK Starling, Y Choe, C Mastrangelo, ...
2019 Winter Simulation Conference (WSC), 2524-2535, 2019
2019 8
Wafer-to-order allocation in semiconductor back-end production
PC Deenen, J Adan, J Stokkermans, IJBF Adan, A Akcay, ...
2019 Winter Simulation Conference (WSC), 2360-2371, 2019
2019 8
Description framework for proxel-based simulation of a general class of stochastic models
S Lazarova-Molnar, G Horton
Proceedings of Summer Computer Simulation Conference, Philadelphia, USA 100, 2005
2005 8
Proxel-based simulation for fault tree analysis
S Lazarova-Molnar, G Horton
17. Symposium simulationstechnik (ASIM 2003), 2003
2003 8
Agent-Based Modeling and Simulation for Economic Markets: A Comprehensive Review of Applications, Challenges, and Opportunities
R Jamali, S Lazarova-Molnar
Journal of Simulation, 2026
2026 7
Automated extraction of comprehensive digital twin models for smart manufacturing systems
A Khodadadi, S Lazarova-Molnar
Journal of Manufacturing Systems, 2026
2026 7
Data-driven artificial intelligence applications for tyre-road-noise prediction and road condition monitoring: A review and future directions
M Demetgul, S Lazarova-Molnar
Measurement, 120203, 2026
2026 7
Multidimensional Stochastic Petri Nets: A Novel Approach to Modeling and Simulation of Stochastic Discrete-Event Systems
A Khodadadi, S Lazarova-Molnar
2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2025
2025 7
Modular Validation within Digital Twins: A Case Study in Reliability Analysis of Manufacturing Systems
A Zare, S Lazarova-Molnar
2024 Winter Simulation Conference (WSC), 2024
2024 7
Using Process Mining for Face Validity Assessment in Agent-based Simulation Models: An Exploratory Case Study
R Bemthuis, R Govers, S Lazarova-Molnar
29th International Conference on Cooperative Information Systems (CoopIS 2023), 2023
2023 7
Methoden des bestärkenden Lernens für die Produktionsablaufplanung
S Lang
Springer Nature, 2023
2023 7
Vibration Data Analysis for Fault Detection in Manufacturing Systems - A Systematic Literature Review
A Lorenz, B Siewertsen, VK Clemmensen, JB Petersen, J Friederich, ...
The 17th IEEE Conference on Industrial Electronics and Applications (IEEE …, 2022
2022 7
Teaching Modeling, Simulation, and Performance Evaluation Course Online with Jupyter Notebook: Course Development and Lessons Learned
F Sallabi, S Lazarova-Molnar
2022 IEEE Frontiers in Education Conference (FIE), 2022
2022 7

Citations

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