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 315 publications
Title Year Cited by
Discovering Agent Models using Process Mining: Initial Approach and a Case Study
R Bemthuis, S Lazarova-Molnar
The 15th IEEE International Conference on Social Computing and Networking …, 2022
2022 10
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 10
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 10
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 10
An efficient multi-objective hybrid simheuristic approach for advanced rolling horizon production planning
F Kamhuber, T Sobottka, B Heinzl, W Sihn, ...
2019 Winter Simulation Conference (WSC), 2108-2118, 2019
2019 10
Simulation education: a survey of faculty and practitioners
MA de Mesquita, BC da Silva, JV Tomotani, ...
2019 Winter Simulation Conference (WSC), 3344-3355, 2019
2019 10
Middleware challenges for cyber-physical systems
N Mohamed, J Al-Jaroodi, S Lazarova-Molnar, I Jawhar
Scalable Computing: Practice and Experience 18 (4), 331-346, 2017
2017 10
A new approach for computing conditional probabilities of general stochastic processes
F Wickborn, C Isensee, T Simon, S Lazarova-Molnar, G Horton
39th Annual Simulation Symposium (ANSS'06), 8 pp.-159, 2006
2006 10
Fusing Expert Knowledge and Data for Simulation Model Discovery in Digital Twins: A Case Study from Reliability Modeling
M Jungmann, S Lazarova-Molnar
2024 Winter Simulation Conference (WSC), 2024
2024 9
Essential Data Requirements for Industrial Energy Efficiency with Digital Twins: A Case Study Analysis
A Khodadadi, S Lazarova-Molnar
Procedia Computer Science, 2024
2024 9
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 9
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 9
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
Toward a Unified Security Framework for Digital Twin Architectures
S Abdullahi, S Lazarova-Molnar
2024 IEEE International Conference on Cyber Security and Resilience (IEEE …, 2024
2024 8
PySPN: An Extendable Python Library for Modeling & Simulation of Stochastic Petri Nets
J Friederich, S Lazarova-Molnar
15th EAI International Conference on Simulation Tools and Techniques …, 2023
2023 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
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

Citations

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