| 2026 | ECMS | Automated Formalization Of Expert Knowledge For Data-Knowledge-Fused Digital Twin Model Extraction Using Pre-Trained Language Models. | Michelle Jungmann, Sanja Lazarova-Molnar |
| 2026 | MODELSWARD | MDPNML: A Multidimensional Petri Net Markup Language Enabling Construction and Simulation of Comprehensive Digital Twin Models. | Atieh Khodadadi, Sanja Lazarova-Molnar |
| 2026 | PADS | Frequency-Based Partitioning for Modular Validation of Stochastic Petri Net Digital Twin Models. | Ashkan Zare, Sanja Lazarova-Molnar |
| 2026 | SIMULTECH | Navigating the Use of Generative AI in Modeling and Simulation: A Case-Study-Driven Methodology for Agentic Workflows in Synthetic Data Generation for Surrogate Modeling. | Dusan Sturek, Sanja Lazarova-Molnar |
| 2025 | ANT | A Conceptual Framework for Digital Twins of Multi-Agent Systems. | Hui Min Lee, Ruhollah Jamali, Sanja Lazarova-Molnar |
| 2025 | ANT | Surrogate Modeling: Review and Opportunities for Expert Knowledge Integration. | Dusan Sturek, Sanja Lazarova-Molnar |
| 2025 | VTC | Data Requirements for Tire-Road Monitoring: A Roadmap for Data Collection, Processing, and Decision Making. | Mustafa Demetgl, Jiawen Meng, Sanja Lazarova-Molnar, Alexey Vinel |
| 2025 | VTC | Acoustic Traffic Attribute Classification for ITS: A Comparative Study of Machine Learning and CNN Approaches. | Jiawen Meng, Mustafa Demetgl, Sanja Lazarova-Molnar, Frank Gauterin, Alexey Vinel |
| 2025 | SMC | Multidimensional Stochastic Petri Nets: A Novel Approach to Modeling and Simulation of Stochastic Discrete-Event Systems. | Atieh Khodadadi, Sanja Lazarova-Molnar |
| 2025 | WSC | Integrating Expert Trustworthiness Into Digital Twin Models Extracted from Expert Knowledge and Internet of Things Data: A Case Study in Reliability. | Michelle Jungmann, Sanja Lazarova-Molnar |
| 2025 | WSC | Multi-Flow Process Mining as an Enabler for Comprehensive Digital Twins of Manufacturing Systems. | Atieh Khodadadi, Sanja Lazarova-Molnar |
| 2025 | WSC | A Tutorial on Data-Driven Petri Net Model Extraction and Simulation for Digital Twins in Smart Manufacturing. | Atieh Khodadadi, Ashkan Zare, Michelle Jungmann, Manuel Gtz, Sanja Lazarova-Molnar |
| 2025 | WSC | Exploring Data Requirements for Data-Driven Agent-Based Modeling. | Hui Min Lee, Sanja Lazarova-Molnar |
| 2025 | WSC | Explainability in Digital Twins: Overview and Challenges. | Meryem Mahmoud, Sanja Lazarova-Molnar |
| 2025 | WSC | Data Requirements for Reliability-Oriented Digital Twins of Energy Systems: A Case Study Analysis. | Omar Mostafa, Sanja Lazarova-Molnar |
| 2025 | WSC | Exploring Integration of Surrogate Models Through a Case Study on Variable Frequency Drives. | Dusan Sturek, Sanja Lazarova-Molnar |
| 2025 | WSC | Preserving Dependencies in Partitioned Digital Twin Models for Enabling Modular Validation. | Ashkan Zare, Sanja Lazarova-Molnar |
| 2025 | SAC | Fusing Expert Knowledge and Internet of Things Data for Digital Twin Models: Addressing Uncertainty in Expert Statements. | Michelle Jungmann, Sanja Lazarova-Molnar |
| 2024 | ANT | Challenges in Developing Digital Twins for Labor-intensive Manufacturing Systems: A Step towards Human-centricity. | Manuel Gtz, Sanja Lazarova-Molnar |
| 2024 | ANT | Data-driven Agent-based Modeling: Experimenting with the Schelling's Model. | Ruhollah Jamali, Wannes Vermeiren, Sanja Lazarova-Molnar |
| 2024 | ANT | Towards Fusing Data and Expert Knowledge for Better-Informed Digital Twins: An Initial Framework. | Michelle Jungmann, Sanja Lazarova-Molnar |
| 2024 | ANT | Essential Data Requirements for Industrial Energy Efficiency with Digital Twins: A Case Study Analysis. | Atieh Khodadadi, Sanja Lazarova-Molnar |
| 2024 | ANT | Validation of Digital Twins in Labor-intensive Manufacturing: Significance and Challenges. | Ashkan Zare, Sanja Lazarova-Molnar |
| 2024 | EUMAS | Data-Driven Agent-Based Modeling and Simulation of Price Competition in the Danish Pharmaceutical Market. | Ruhollah Jamali, Sanja Lazarova-Molnar |
| 2024 | WSC | Supply Chain Digital Twin Framework for Hybrid Manufacturing Strategy Selection: A Case Study from the Semiconductor Industry. | Amir Ghasemi, Sanja Lazarova-Molnar, Cathal Heavey |
| 2024 | WSC | Discovering Simulation Models from Labor-Intensive Manufacturing Systems. | Manuel Gtz, Sanja Lazarova-Molnar |
| 2024 | WSC | A Comprehensive Framework for Data-Driven Agent-Based Modeling. | Ruhollah Jamali, Sanja Lazarova-Molnar |
| 2024 | WSC | Fusing Expert Knowledge and Data for Simulation Model Discovery in Digital Twins: A Case Study from Reliability Modeling. | Michelle Jungmann, Sanja Lazarova-Molnar |
| 2024 | WSC | Data-Driven Extraction of Simulation Models for Energy-Oriented Digital Twins of Manufacturing Systems: An Illustrative Case Study. | Atieh Khodadadi, Sanja Lazarova-Molnar |
| 2024 | WSC | Modular Validation within Digital Twins: A Case Study in Reliability Analysis of Manufacturing Systems. | Ashkan Zare, Sanja Lazarova-Molnar |
| 2024 | SIMULTECH | A Vision for Advancing Digital Twins Intelligence: Key Insights and Lessons from Decades of Research and Experience with Simulation. | Sanja Lazarova-Molnar |
| 2023 | ANT | Agent-based Simulation of the Pharmaceutical Parallel Trade Market: A Case Study. | Ruhollah Jamali, Sanja Lazarova-Molnar |
| 2023 | CoopIS | Using Process Mining for Face Validity Assessment in Agent-Based Simulation Models: An Exploratory Case Study. | Rob H. Bemthuis, Ruben Govers, Sanja Lazarova-Molnar |
| 2023 | EDOC | An Approach for Face Validity Assessment of Agent-Based Simulation Models Through Outlier Detection with Process Mining. | Rob H. Bemthuis, Sanja Lazarova-Molnar |
| 2023 | ETFA | Predictive Process Monitoring for Prediction of Remaining Cycle Time in Automated Manufacturing: A Case Study. | Jonas Friederich, Jonas Kristoffer Lindelv, Sanja Lazarova-Molnar |
| 2023 | EUMAS | Towards Developing an Agent-Based Model of Price Competition in the European Pharmaceutical Parallel Trade Market. | Ruhollah Jamali, Sanja Lazarova-Molnar |
| 2023 | PADS | Equipment-centric Data-driven Reliability Assessment of Complex Manufacturing Systems. | Jonas Friederich, Wentong Cai, Boon Ping Gan, Sanja Lazarova-Molnar |
| 2023 | WSC | A Framework for Validating Data-Driven Discrete-Event Simulation Models of Cyber-Physical Production Systems. | Jonas Friederich, Sanja Lazarova-Molnar |
| 2023 | WSC | Uncovering Competitor Pricing Patterns in the Danish Pharmaceutical Market via Subsequence Time Series Clustering: A Case Study. | Ruhollah Jamali, Sanja Lazarova-Molnar |
| 2023 | WSC | A General Framework for Human-in-the-Loop Cognitive Digital Twins. | Parisa Niloofar, Sanja Lazarova-Molnar, Olufemi A. Omitaomu, Haowen Xu, Xueping Li |
| 2022 | FIE | Teaching Modeling, Simulation, and Performance Evaluation Course Online with Jupyter Notebook: Course Development and Lessons Learned. | Farag M. Sallabi, Sanja Lazarova-Molnar |
| 2022 | ISPA | Discovering Agent Models using Process Mining: Initial Approach and a Case Study. | Rob H. Bemthuis, Sanja Lazarova-Molnar |
| 2022 | ISPA | Towards Agent-based Simulation of the Parallel Trading Market of Pharmaceuticals. | Ruhollah Jamali, Sanja Lazarova-Molnar |
| 2022 | WSC | Data-Driven Reliability Modeling of Smart Manufacturing Systems Using Process Mining. | Jonas Friederich, Sanja Lazarova-Molnar |
| 2022 | WSC | Validation of Digital Twins: Challenges and Opportunities. | Edward Y. Hua, Sanja Lazarova-Molnar, Deena P. Francis |
| 2022 | WSC | Proxel-Based Simulation of Fault Trees in R. | Parisa Niloofar, Hossein Haghbin, Sanja Lazarova-Molnar |
| 2021 | ANT | Towards Data-Driven Reliability Modeling for Cyber-Physical Production Systems. | Jonas Friederich, Sanja Lazarova-Molnar |
| 2021 | WSC | Requirements for Data-Driven Reliability Modeling and Simulation of Smart Manufacturing Systems. | Jonas Friederich, Sune Chung Jepsen, Sanja Lazarova-Molnar, Torben Worm |
| 2021 | WSC | Data-Driven Modelling Of Repairable Fault Trees From Time Series Data With Missing Information. | Parisa Niloofar, Sanja Lazarova-Molnar |
| 2020 | WSC | Data-Driven Fault Tree Modeling for Reliability Assessment of Cyber-Physical Systems. | Sanja Lazarova-Molnar, Parisa Niloofar, Gabor Kevin Barta |
| 2020 | WSC | Modeling and Simulation for Decision Support in Precision Livestock Farming. | Parisa Niloofar, Sanja Lazarova-Molnar, Deena P. Francis, Alexandru Vulpe, George Suciu, Mihaela Balanescu |
| 2019 | ANT | Reliability Assessment in the Context of Industry 4.0: Data as a Game Changer. | Sanja Lazarova-Molnar, Nader Mohamed |
| 2019 | IIWAS | The Synergy of Simulation and Time Series Forecasting for Live Performance Testing of Smart Buildings. | Elena Markoska, Sanja Lazarova-Molnar |
| 2019 | WSC | Deriving Simulation Models from Data: Steps of Simulation Studies Revisited. | Sanja Lazarova-Molnar, Xueping Li |
| 2019 | WSC | On the Extension of Schelling's Segregation Model. | Zeyu Liu, Xueping Li, Anahita Khojandi, Sanja Lazarova-Molnar |
| 2018 | WSC | A Zoning Framework for Enhanced Smart Building Automation. | Sanja Lazarova-Molnar, Elena Markoska, Nader Mohamed |
| 2017 | WSC | Towards systematic reliability modeling of smart buildings. | Sanja Lazarova-Molnar, Elena Markoska, Hamid Reza Shaker |
| 2017 | UIC | A service-oriented middleware for cloud of things and fog computing supporting smart city applications. | Nader Mohamed, Jameela Al-Jaroodi, Sanja Lazarova-Molnar, Imad Jawhar, Sara Mahmoud |
| 2016 | IPCCC | Reliability of cyber physical systems with focus on building management systems. | Sanja Lazarova-Molnar, Hamid Reza Shaker, Nader Mohamed |
| 2016 | IPCCC | Middleware to support cyber-physical systems. | Nader Mohamed, Jameela Al-Jaroodi, Sanja Lazarova-Molnar, Imad Jawhar |
| 2016 | SmartComp | Software Engineering Issues for Cyber-Physical Systems. | Jameela Al-Jaroodi, Nader Mohamed, Imad Jawhar, Sanja Lazarova-Molnar |
| 2014 | ICSoft | Evolution of Feature-Oriented Software: How to Stay on Course and Avoid the Cliffs of Modularity Drift. | Andrzej Olszak, Sanja Lazarova-Molnar, Bo Nrregaard Jrgensen |
| 2011 | GECCO | A genetic algorithm to enhance transmembrane helices prediction. | Nazar Zaki, Salah Bouktif, Sanja Lazarova-Molnar |
| 2011 | WSC | A simulation-based approach to enhancing project schedules by the inclusion of remedial action scenarios. | Sanja Lazarova-Molnar, Rabeb Mizouni |
| 2010 | CaiSE | Modeling Human Decision Behaviors for Accurate Prediction of Project Schedule Duration. | Sanja Lazarova-Molnar, Rabeb Mizouni |
| 2010 | WETICE | Floating Task: Introducing and Simulating a Higher Degree of Uncertainty in Project Schedules. | Sanja Lazarova-Molnar, Rabeb Mizouni |
| 2007 | IWANN | What von Neumann Did Not Say About Multiplexing Beyond Gate Failures - The Gory Details. | Valeriu Beiu, Walid Ibrahim, Sanja Lazarova-Molnar |