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 81-100 of 200 publications
Title Year Cited by
Simulation-based multi-objective optimization for reconfigurable manufacturing system configurations analysis
CAB Diaz, T Aslam, AHC Ng, E Flores-García, M Wiktorsson, ...
2020 Winter Simulation Conference (WSC), 1527-1538, 2020
2020 11
Data-driven Decision Support Tools for Reducing GHG Emissions from Livestock Production Systems: Overview and Challenges
DA Thumba, S Lazarova-Molnar, P Niloofar
The 7th IEEE International Conference on Internet of Things: Systems …, 2020
2020 11
Deploying discrete-event simulation and continuous improvement to increase production rate in a modular construction facility
F Alsakka, S Khalife, M Darwish, M Al-Hussein, Y Mohamed, ...
2020 Winter Simulation Conference (WSC), 1676-1687, 2020
2020 10
Reliability Analysis of Cyber-Physical Systems
S Lazarova-Molnar, N Mohamed
Simulation for Cyber-Physical Systems Engineering: A Cloud-Based Context, 2020
2020 10
Estimating stochastic Poisson intensities using deep latent models
R Wang, P Jaiswal, H Honnappa, ...
2020 Winter Simulation Conference (WSC), 596-607, 2020
2020 9
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 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 6
Are we ready to evaluate the smart readiness of Australian buildings?
E Markoska, S Sethuvenkatraman, N Jakica, S Lazarova-Molnar
The 12th International Conference on Sustainability in Energy and Buildings …, 2020
2020 3
Leveraging the capabilities of industry 4.0 for improving energy efficiency in smart factories
N Mohamed, J Al-Jaroodi, S Lazarova-Molnar
IEEE Access 7, 18008-18020, 2019
2019 196
Digital twin for smart manufacturing: the simulation aspect
G Shao, S Jain, C Laroque, LH Lee, P Lendermann, O Rose, ...
2019 Winter Simulation Conference (WSC), 2085-2098, 2019
2019 143
Generative adversarial network for improving deep learning based malware classification
Y Lu, J Li, S Lazarova-Molnar (Proceedings Editor)
2019 Winter Simulation Conference (WSC), 584-593, 2019
2019 58
Reliability assessment in the context of industry 4.0: data as a game changer
S Lazarova-Molnar, N Mohamed
Procedia Computer Science 151, 691-698, 2019
2019 51
Collaborative data analytics for smart buildings: opportunities and models
S Lazarova-Molnar, N Mohamed
Cluster Computing 22 (Suppl 1), 1065-1077, 2019
2019 46
Agent based simulation of bot disinformation maneuvers in Twitter
DM Beskow, KM Carley, S Lazarova-Molnar (Proceedings Editor)
2019 Winter Simulation Conference (WSC), 750-761, 2019
2019 44
Data Analytics Framework for Industry 4.0: Enabling Collaboration for Added Benefits
S Lazarova-Molnar, N Mohamed, J Al-Jaroodi
IET Collaborative Intelligent Manufacturing 1 (4), 117-125, 2019
2019 34
Automated model development and parametrization of material flow simulations
M Milde, G Reinhart, S Lazarova-Molnar (Proceedings Editor)
2019 Winter Simulation Conference (WSC), 2166-2177, 2019
2019 29
Industry 4.0: Opportunities for Enhancing Energy Efficiency in Smart Factories
N Mohamed, J Al-Jaroodi, S Lazarova-Molnar
2019 IEEE International Systems Conference (SysCon), 2019
2019 25
Simulation based multi-objective fab scheduling by using reinforcement learning
WJ Lee, BH Kim, K Ko, H Shin, S Lazarova-Molnar (Proceedings Editor)
2019 Winter Simulation Conference (WSC), 2236-2247, 2019
2019 23
Deriving Simulation Models from Data: Steps of Simulation Studies Revisited
S Lazarova-Molnar, X Li
2019 Winter Simulation Conference (WSC), 2019
2019 23

Citations

All Since 2019
Citations 3,989 3,010
h-index 31 27
i10-index 108 83