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 61-80 of 200 publications
Title Year Cited by
Institute of Electrical and Electronics Engineers Inc
KH Bae, B Feng, S Kim, S Lazarova-Molnar, Z Zheng, T Roeder
Piscataway, NJ, USA 2020, 1849-1860, 2020
2020 20
Automating Reliability Analysis: Data-driven Learning and Analysis of Multi-state Fault Trees
S Lazarova-Molnar, P Niloofar, GK Barta
The 30th European Safety and Reliability Conference Conference (ESREL), 2020
2020 20
A distributed agent-based framework for a constellation of drones in a military operation
AH Fitwi, D Nagothu, Y Chen, E Blasch, ...
2019 Winter Simulation Conference (WSC), 2548-2559, 2019
2019 20
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 19
A framework for collaborative cloud-based fault detection and diagnosis in smart buildings
S Lazarova-Molnar, N Mohamed
2017 7th International Conference on Modeling, Simulation, and Applied …, 2017
2017 19
Framework of O 2 DES. NET digital twins for next generation ports and warehouse solutions
H Li, X Cao, P Sharma, LH Lee, EP Chew, ...
2020 Winter Simulation Conference (WSC), 3188-3199, 2020
2020 18
On the complexity of smart buildings occupant behavior: Risks and opportunities
S Lazarova-Molnar, N Mohamed
Proceedings of the 8th Balkan Conference in Informatics, 1-4, 2017
2017 18
Collaborative business process modeling approaches: a review
S Aleem, S Lazarova-Molnar, N Mohamed
Proc. of the 2012 IEEE 21st International workshop on Enabling Technologies …, 2012
2012 18
Summer Computer Simulation Conference
AG Bruzzone, E Williams
SCS, San Diego, 470, 2005
2005 18
Verification methodology for discrete event simulation models of personnel in the Canadian Armed Forces
JA Henderson, RM Bryce, S Lazarova-Molnar (Proceedings Editor)
2019 Winter Simulation Conference (WSC), 2479-2490, 2019
2019 17
A Practical Approach to Validation of Buildings’ Sensor Data: A Commissioning Experience Report
CG Mattera, S Lazarova-Molnar, HR Shaker, BN Jørgensen
2017 IEEE Third International Conference on Big Data Computing Service and …, 2017
2017 17
What von Neumann did not say about multiplexing—The gory details
V Beiu, W Ibrahim, S Lazarova-Molnar
Proc. Int. Work-Conf. Artif. Neural Networks (IWANN’07), 487-496, 2007
2007 17
A study of lightweight dddas architecture for real-time public safety applications through hybrid simulation
E Blasch, R Xu, SY Nikouei, Y Chen, ...
2019 Winter Simulation Conference (WSC), 762-773, 2019
2019 16
An Experimental Study of the Behaviour of the Proxel-Based Simulation Algorithm.
S Lazarova-Molnar, G Horton
SimVis, 419-430, 2003
2003 16
Collaborative Data-driven Reliability Analysis of Multi-state Fault Trees
P Niloofar, S Lazarova-Molnar
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of …, 2022
2022 15
Towards Service-Oriented Middleware for Fog and Cloud Integrated Cyber Physical Systems
N Mohamed, S Lazarova-Molnar, I Jawhar, J Al-Jaroodi
2017 IEEE 37th International Conference on Distributed Computing Systems …, 2017
2017 15
Towards Collaborative Data Analytics for Smart Buildings
S Lazarova-Molnar, N Mohamed
Information Science and Applications (ICISA) 2017, Lecture Notes in …, 2017
2017 15
On the Adoption and Deployment of Secure and Privacy-Preserving IIoT in Smart Manufacturing: A Comprehensive Guide with Recent Advances
S Abdullahi, S Lazarova-Molnar
International Journal of Information Security 24 (1), 53, 2025
2025 14
A Conceptual Framework for Holistic Assessment of Decision Support Systems for Sustainable Livestock Farming
P Niloofar, S Lazarova-Molnar, D Thumba, KI Shahin
Ecological Indicators, 2023
2023 14
Enhancing input parameter estimation by machine learning for the simulation of large-scale logistics networks
Y Liu, L Yan, S Liu, T Jiang, F Zhang, Y Wang, S Wu, ...
2020 Winter Simulation Conference (WSC), 608-619, 2020
2020 14

Citations

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