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 121-140 of 200 publications
Title Year Cited by
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
Towards Integrating Process Mining with Agent-based Modeling and Simulation: State of the Art and Outlook
R Bemthuis, S Lazarova-Molnar
Expert Systems with Applications (ESWA), 2025
 2025 8
Data-driven Modelling of Repairable Fault Trees from Time Series Data with Missing Information
P Niloofar, S Lazarova-Molnar
Winter Simulation Conference 2021, 2021
 2021 8
Estimating Livestock Greenhouse Gas Emissions: Existing Models, Emerging Technologies and Associated Challenges
DA Thumba, S Lazarova-Molnar, P Niloofar
6th International Conference on Smart and Sustainable Technologies (SpliTech), 2021
 2021 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
Validation of Digital Twins in Labor-Intensive Manufacturing: Significance and Challenges
A Zare, S Lazarova-Molnar
Procedia Computer Science, 2024
 2024 7
An Approach for Face Validity Assessment of Agent-Based Simulation Models through Outlier Detection with Process Mining
R Bemthuis, S Lazarova-Molnar
27th International Conference on Enterprise Design, Operations Computing …, 2023
 2023 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
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 7
Crowd evacuation during slashing terrorist attack: a multi-agent simulation approach
F Zhang, S Wu, Z Song, S Lazarova-Molnar (Proceedings Editor)
2020 Winter Simulation Conference (WSC), 206-217, 2020
 2020 7
A simulation-based approach to enhancing project schedules by the inclusion of remedial action scenarios
S Lazarova-Molnar, R Mizouni
Proceedings of the 2011 Winter Simulation Conference (WSC), 761-772, 2011
 2011 7
Data-driven Agent-based Modeling: Experimenting with the Schelling's Model
R Jamali, W Vermeiren, S Lazarova-Molnar
Procedia Computer Science, 2024
 2024 6
Challenges in Developing Digital Twins for Labor-Intensive Manufacturing Systems: A Step towards Human-centricity
M Götz, S Lazarova-Molnar
Procedia Computer Science, 2024
 2024 6
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 6
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 6
Simulation for Cyber Risk Management–Where are we, and Where do we Want to Go?
S Shetty, I Ray, N Ceilk, M Mesham, N Bastian, Q Zhu, ...
2019 Winter Simulation Conference (WSC), 726-737, 2019
 2019 6
A simulator testbed for MT-Connect based machines in a scalable and federated multi-enterprise environment
N Mehdi, B Starly, S Lazarova-Molnar (Proceedings Editor)
2019 Winter Simulation Conference (WSC), 2178-2189, 2019
 2019 6
Influence of spare parts service measures on the performance of front-end wafer production process
D Lamghari-Idrissi, D Soellaart, R Basten, N Dellaert, ...
2019 Winter Simulation Conference (WSC), 2269-2280, 2019
 2019 6
LEAF: Live building performance evaluation framework
E Markoska, S Lazarova-Molnar
2019 Fourth International Conference on Fog and Mobile Edge Computing (FMEC …, 2019
 2019 6

Citations

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