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
Challenge: Advancing energy informatics to enable assessable improvements of energy performance in buildings
BN Jørgensen, MB Kjærgaard, S Lazarova-Molnar, HR Shaker, CT Veje
Proceedings of the 2015 ACM Sixth International Conference on Future Energy …, 2015
2015 26
Middleware requirements for collaborative unmanned aerial vehicles
N Mohamed, J Al-Jaroodi, I Jawhar, S Lazarova-Molnar
2013 International Conference on Unmanned Aircraft Systems (ICUAS), 1051-1060, 2013
2013 26
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 25
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
Challenges in the Data Collection for Diagnostics of Smart Buildings
S Lazarova-Molnar, N Mohamed
Information Science and Applications (ICISA) 2016, Lecture Notes in …, 2016
2016 25
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 24
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 24
Deriving Simulation Models from Data: Steps of Simulation Studies Revisited
S Lazarova-Molnar, X Li
2019 Winter Simulation Conference (WSC), 2019
2019 24
Collaborative data analytics for industry 4.0: challenges, opportunities and models
S Lazarova-Molnar, N Mohamed, J Al-Jaroodi
2018 sixth international conference on enterprise systems (ES), 100-107, 2018
2018 23
Commercial Buildings Energy Performance within Context: Occupants in Spotlight
S Lazarova-Molnar, MB Kjærgaard, HR Shaker, BN Jørgensen
2015 23
Trends in automatic composition of structures for simulation models in production and logistics
S Wenzel, J Stolipin, J Rehof, J Winkels, ...
2019 Winter Simulation Conference (WSC), 2190-2200, 2019
2019 22
SBDaaS: Smart building diagnostics as a service on the cloud
N Mohamed, S Lazarova-Molnar, J Al-Jaroodi
Intelligent Green Building and Smart Grid (IGBSG), 2016 2nd International …, 2016
2016 22
A fresh look at majority multiplexing when devices get into the picture
V Beiu, W Ibrahim, S Lazarova-Molnar
2007 7th IEEE Conference on Nanotechnology (IEEE NANO), 883-888, 2007
2007 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
Requirements for Data-Driven Reliability Modeling and Simulation of Smart Manufacturing Systems
J Friederich, S Lazarova-Molnar
Winter Simulation Conference 2021, 2021
2021 21
Assessment of building intelligence requirements for real time performance testing in smart buildings
E Markoska, N Jakica, S Lazarova-Molnar, MK Kragh
2019 4th International Conference on Smart and Sustainable Technologies …, 2019
2019 21
Energy cloud: Services for smart buildings
N Mohamed, J Al-Jaroodi, S Lazarova-Molnar
Sustainable Cloud and Energy Services: Principles and Practice, 117-134, 2017
2017 21
A New Data-Driven Controllability Measure with Application in Intelligent Buildings
HR Shaker, S Lazarova-Molnar
Energy and Buildings (Elsevier), 2017
2017 21
Proxel-based simulation of a warranty model
S Lazarova-Molnar, G Horton
European Simulation Multiconference, 221-224, 2004
2004 21
Data-Driven Extraction and Analysis of Repairable Fault Trees from Time Series Data
P Niloofar, S Lazarova-Molnar
Expert Systems with Applications (ESWA), 2023
2023 20

Citations

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