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 41-60 of 200 publications
Title Year Cited by
Validation of Digital Twins: Challenges and Opportunities
EY Hua, S Lazarova-Molnar, DP Francis
2022 Winter Simulation Conference (WSC), 2022
2022 48
Hybrid modeling of collaborative freight transportation planning using agent-based simulation, auction-based mechanisms, and optimization
KH Bae, N Mustafee, S Lazarova-Molnar, L Zheng
SIMULATION, 2022
2022 33
Process Mining for Dynamic Modeling of Smart Manufacturing Systems: Data Requirements
J Friederich, G Lugaresi, S Lazarova-Molnar, A Matta
Procedia CIRP 107, 546-551, 2022
2022 26
Comparative Evaluation of Data Requirements and Level of Decision Support Provided by Decision Support Tools for Reducing Livestock-Related Greenhouse Gas Emissions
DA Thumba, S Lazarova-Molnar, P Niloofar
Journal of Cleaner Production, 2022
2022 22
Data-driven Reliability Modeling of Smart Manufacturing Systems using Process Mining
J Friederich, S Lazarova-Molnar
2022 Winter Simulation Conference (WSC), 2022
2022 21
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 13
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
Towards a Rigorous Consideration of Occupant Behaviours of Residential Households for Effective Electrical Energy Savings: An Overview
S Bouktif, A Ouni, S Lazarova-Molnar
Energies 15 (5), 1741, 2022
2022 10
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
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
Towards Agent-based Simulation of the Parallel Trading Market of Pharmaceuticals
R Jamali, S Lazarova-Molnar
The 15th IEEE International Conference on Social Computing and Networking …, 2022
2022 4
The Relationship Between Agent-based Simulation and Game Theory in the Case of Parallel Trade
R Jamali, S Lazarova-Molnar
The 6th IEEE International Conference on Agents (IEEE ICA 2022), 2022
2022 4
Experimental Comparison of Open Source Discrete-Event Simulation Frameworks
OS Kristiansen, U Sandberg, C Hansen, MS Jensen, J Friederich, ...
SIMUtools 2021: Simulation Tools and Techniques, Lecture Notes of the …, 2022
2022 4
Data-Driven Decision Support in Livestock Farming for Improved Animal Health, Welfare and Greenhouse Gas Emissions: Overview and Challenges
P Niloofar, DP Francis, S Lazarova-Molnar, A Vulpe, MC Vochin, G Suciu, ...
Computers and Electronics in Agriculture 190, 2021
2021 130
Applications of Integrated IoT-Fog-Cloud Systems to Smart Cities: A Survey
N Mohamed, J Al-Jaroodi, S Lazarova-Molnar, I Jawhar
Electronics 10 (23), 2918, 2021
2021 41
Towards data-driven reliability modeling for cyber-physical production systems
J Friederich, S Lazarova-Molnar
Procedia Computer Science 184, 589-596, 2021
2021 38
Fusion of Data and Expert Knowledge for Fault Tree Reliability Analysis of Cyber-Physical Systems
P Niloofar, S Lazarova-Molnar
2021 5th International Conference on System Reliability and Safety (ICSRS), 2021
2021 24
Requirements for Data-Driven Reliability Modeling and Simulation of Smart Manufacturing Systems
J Friederich, S Lazarova-Molnar
Winter Simulation Conference 2021, 2021
2021 20
A Research Setup Demonstrating Flexible Industry 4.0 Production
SC Jepsen, T Worm, A Johansen, S Lazarova-Molnar, M Baun Kjærgaard, ...
2021 International Symposium ELMAR, 2021
2021 12
ROADMAP FOR SUSTAINABLE TRANSFORMATION OF THE DANISH AGRI-FOOD SYSTEM
JE Olesen, S Christensen, PR Jensen, E Schultz, C Rasmussen, KH Kjer, ...
2021 10

Citations

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