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 315 publications
Title Year Cited by
Proxel-based simulation of stochastic petri nets containing immediate transitions
S Lazarova-Molnar, G Horton
On-Site Proceedings of the Satellite Workshop of ICALP 2003, 2003
2003 29
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 28
A combination of compositional index and genetic algorithm for predicting transmembrane helical segments
N Zaki, S Bouktif, S Lazarova-Molnar
PloS one 6 (7), e21821, 2011
2011 28
Data-driven Reliability Modeling of Smart Manufacturing Systems using Process Mining
J Friederich, S Lazarova-Molnar
2022 Winter Simulation Conference (WSC), 2022
2022 27
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 27
Software engineering issues for cyber-physical systems
J Al-Jaroodi, N Mohamed, I Jawhar, S Lazarova-Molnar
2016 IEEE International Conference on Smart Computing (SMARTCOMP), 1-6, 2016
2016 27
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 26
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 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
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 25
Using agent-based simulation for emergent behavior detection in cyber-physical systems
R Bemthuis, M Mes, ME Iacob, P Havinga, ...
2020 Winter Simulation Conference (WSC), 230-241, 2020
2020 25
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 25
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 25
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 25
Requirements for Data-Driven Reliability Modeling and Simulation of Smart Manufacturing Systems
J Friederich, S Lazarova-Molnar
Winter Simulation Conference 2021, 2021
2021 24
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 24
Deriving Simulation Models from Data: Steps of Simulation Studies Revisited
S Lazarova-Molnar, X Li
2019 Winter Simulation Conference (WSC), 2019
2019 24
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 23
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 23
A New Data-Driven Controllability Measure with Application in Intelligent Buildings
HR Shaker, S Lazarova-Molnar
Energy and Buildings (Elsevier), 2017
2017 23

Citations

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