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Germany, Denmark

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Employment (3)

Karlsruhe Institute of Technology: Karlsruhe, DE

2022-08-01 to present | Professor (Institute of Applied Informatics and Formal Description Methods)
Employment
Source: Self-asserted source
Sanja Lazarova-Molnar

University of Southern Denmark: Odense, DK

2021-03-01 to present | Professor (Mærsk Mc-Kinney Møller Institute)
Employment
Source: Self-asserted source
Sanja Lazarova-Molnar

University of Southern Denmark: Odense, Syddanmark, DK

2014-08-01 to 2021-02-28 | Associate Professor (Mærsk Mc-Kinney Møller Institute)
Employment
Source: Self-asserted source
Sanja Lazarova-Molnar

Education and qualifications (1)

Otto-von-Guericke University Magdeburg: Magdeburg, DE

2002-06-06 to 2005-11-11 | PhD in Computer Science (Dr.-Ing) (Informatics)
Qualification
Source: Self-asserted source
Sanja Lazarova-Molnar

Works (50 of 169)

Items per page:
Page 1 of 4

A Vision for Advancing Digital Twins Intelligence

Proceedings of the 14th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2024
2024 | Conference paper | Author
SOURCE-WORK-ID:

6bc44c3d-ce9c-4a7c-b279-f83c92e930da

EID:

2-s2.0-85203238245

Part of ISBN: 978-989-758-708-5
Contributors: Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

An Approach for Face Validity Assessment of Agent-Based Simulation Models Through Outlier Detection with Process Mining

Enterprise Design, Operations, and Computing
2024 | Conference paper | Author
SOURCE-WORK-ID:

ff5f02d8-ef02-4b20-8814-b3f69adc9812

EID:

2-s2.0-85175956160

Part of ISBN: 9783031465864
Contributors: Rob Bemthuis; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Challenges in Developing Digital Twins for Labor-Intensive Manufacturing Systems: A Step towards Human-centricity

Procedia Computer Science
2024 | Journal article | Author
Contributors: Manuel Götz; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)
grade
Preferred source (of 3)‎

Data-driven Agent-based Modeling

Procedia Computer Science
2024 | Journal article | Author
SOURCE-WORK-ID:

66191646-fef0-46be-89c6-e2a946085b1b

EID:

2-s2.0-85199525820

Contributors: Ruhollah Jamali; Wannes Vermeiren; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 3)‎

Essential Data Requirements for Industrial Energy Efficiency with Digital Twins

Procedia Computer Science
2024 | Journal article | Author
SOURCE-WORK-ID:

bd8fee9b-b5f5-448a-9d07-7a09fde917f9

EID:

2-s2.0-85199492809

Contributors: Atieh Khodadadi; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 3)‎

PySPN

Simulation Tools and Techniques
2024 | Conference paper | Author
SOURCE-WORK-ID:

486af801-bdba-47b7-a221-68e75c706337

EID:

2-s2.0-85193579154

Part of ISBN: 978-3-031-57523-5
Part of ISBN: 9783031575228
Contributors: Jonas Friederich; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 3)‎

The Impact of Adding Interaction-Driven Evolutionary Behavior to the Schelling’s Model

2024 | Book chapter
Contributors: Yakup Turgut; Sanja Lazarova-Molnar
Source: check_circle
Crossref

Towards Fusing Data and Expert Knowledge for Better-Informed Digital Twins

Procedia Computer Science
2024 | Journal article | Author
SOURCE-WORK-ID:

e3a86d06-6b8d-4ebc-b4f1-dce2bdc14d24

EID:

2-s2.0-85199505254

Contributors: Michelle Jungmann; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 3)‎

Using Process Mining for Face Validity Assessment in Agent-Based Simulation Models

Cooperative Information Systems - 29th International Conference, CoopIS 2023, Proceedings
2024 | Conference paper | Author
SOURCE-WORK-ID:

4f3dc97a-0b7f-41b3-89b4-d69fa9d87359

EID:

2-s2.0-85175960406

Part of ISBN: 978-3-031-46846-9
Part of ISBN: 9783031468452
Contributors: Rob Bemthuis; Ruben Govers; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Validation of Digital Twins in Labor-intensive Manufacturing

Procedia Computer Science
2024 | Journal article | Author
SOURCE-WORK-ID:

c063eed3-cdd3-4866-8194-796c602100aa

EID:

2-s2.0-85199577244

Contributors: Ashkan Zare; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark

Multi-flow Process Mining for Comprehensive Simulation Model Discovery

2024-10 | Conference paper | Author
Contributors: Atieh Khodadadi; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

Complementarity in Human-AI Teams: Conceptualization and Design Support for Effective Decision-Making

2024-10-16 | Dissertation or Thesis | Supervision
Contributors: Patrick Hemmer; Gerhard Satzger; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

Toward a Unified Security Framework for Digital Twin Architectures

2024 IEEE International Conference on Cyber Security and Resilience (CSR)
2024-09-24 | Conference paper | Author
SOURCE-WORK-ID:

228cedbc-ed1b-4430-bb2a-7a5e9695c9e3

EID:

2-s2.0-85206146035

Part of ISBN: 979-8-3503-7536-7
Contributors: Sani M. Abdullahi; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark

Cybersecurity in Distributed Industrial Digital Twins: Threats, Defenses, and Key Takeaways

DiDit 2024
2024-09-04 | Conference paper | Author
SOURCE-WORK-ID:

b638f244-510b-40a3-a634-754771537e5b

Contributors: Sani M. Abdullahi; Ashkan Zare; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 3)‎

Reliability assessment of manufacturing systems: A comprehensive overview, challenges and opportunities

Journal of Manufacturing Systems
2024-02 | Journal article
Contributors: Jonas Friederich; Sanja Lazarova-Molnar
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A Framework for Validating Data-Driven Discrete-Event Simulation Models of Cyber-Physical Production Systems

2023 Winter Simulation Conference (WSC)
2023 | Conference paper | Author
SOURCE-WORK-ID:

33db9f7f-dffd-432e-9123-9d7bdd471706

EID:

2-s2.0-85185385241

Part of ISBN: 979-8-3503-6966-3
Contributors: Jonas Friederich; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

A General Framework for Human-in-the-Loop Cognitive Digital Twins

2023 Winter Simulation Conference (WSC)
2023 | Conference paper | Author
SOURCE-WORK-ID:

346d6408-b236-41de-8ca6-bd8d3f880653

EID:

2-s2.0-85185377001

Part of ISBN: 979-8-3503-6966-3
Contributors: Parisa Niloofar; Sanja Lazarova-Molnar; Femi Omitaomu; Haowen Xu; Xueping Li
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Automating Digital Twin Creation for Humancentric Manufacturing Systems

2023 | Conference paper | Author
Contributors: Manuel Götz; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

Learning Temporal Truth Tables of Dynamic Fault Trees from Time Series Data on Faults

2023 7th International Conference on System Reliability and Safety (ICSRS)
2023 | Conference paper | Author
SOURCE-WORK-ID:

605c7a55-ed40-492c-8535-24c57ac5eeff

EID:

2-s2.0-85183457067

Contributors: Parisa Niloofar; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Multi-objective Decision Support Tool for Sustainable Livestock Farming

2023 8th International Conference on Smart and Sustainable Technologies (SpliTech)
2023 | Conference paper | Author
SOURCE-WORK-ID:

adf91afc-2885-4286-a687-c49c9bca0b62

EID:

2-s2.0-85168153002

Part of ISBN: 9789532901283
Contributors: Kamrul Islam Shahin; Sanja Lazarova-Molnar; Parisa Niloofar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Predictive Process Monitoring for Prediction of Remaining Cycle Time in Automated Manufacturing

2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA)
2023 | Conference paper | Author
SOURCE-WORK-ID:

17529691-e495-4e10-85f9-daadd5721ec4

EID:

2-s2.0-85175424148

Part of ISBN: 9798350339918
Contributors: Jonas Friederich; Jonas Kristoffer Lindeløv; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

The Impact of Adding Interaction-Driven Evolutionary Behavior to the Schelling’s Model

2023 | Other | Author
Contributors: Y. Turgut; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

Uber Meets Bus: A Simulation Study of Public Ride-hailing Service

2023 | Conference paper | Author
Contributors: X. Li; C. Swanson; K. Swanson; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

Uncovering Competitor Pricing Patterns in the Danish Pharmaceutical Market via Subsequence Time Series Clustering: A Case Study

2023 Winter Simulation Conference (WSC)
2023 | Conference paper | Author
SOURCE-WORK-ID:

30c94940-ea98-4f70-bb38-8bc7f953d421

EID:

2-s2.0-85185369811

Part of ISBN: 979-8-3503-6966-3
Contributors: Ruhollah Jamali; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Validation of Data-Driven Reliability Models in Manufacturing-Work in Progress

2023 | Conference paper | Author
Contributors: J. Friederich; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

A conceptual framework for holistic assessment of decision support systems for sustainable livestock farming

Ecological Indicators
2023-11 | Journal article | Author
SOURCE-WORK-ID:

e0f3683b-b24f-4079-bb8a-eafa16dc435c

EID:

2-s2.0-85174355835

Contributors: Parisa Niloofar; Sanja Lazarova-Molnar; Drisya Alex Thumba; Kamrul Islam Shahin
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Data-driven Assessment of Reliability for Cyber-Physical Production Systems

2023-11-23 | Dissertation or Thesis | Supervision
Contributors: Jonas Friederich; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

Towards Developing an Agent-Based Model of Price Competition in the European Pharmaceutical Parallel Trade Market

2023-09-07 | Conference paper | Author
Contributors: Ruhollah Jamali; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)
grade
Preferred source (of 3)‎

On the Relationship between Model Complexity and Decision Support in Agent-based Modeling and Simulation

The 11th EUROSIM Congress, Amsterdam, Netherlands, 03/07/2023
2023-07 | Conference abstract | Author
SOURCE-WORK-ID:

c330df5d-69d8-42f6-85f9-67b8c9fe73cc

Contributors: Ruhollah Jamali; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark

Validation of Data-Driven Reliability Models in Manufacturing - Work in Progress

The 11th EUROSIM Congress, Amsterdam, Netherlands, 03/07/2023
2023-07 | Conference abstract | Author
SOURCE-WORK-ID:

362ebdbc-fdfb-41f5-b6bd-2a438ec8d599

Contributors: Jonas Friederich; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark

Towards Sustainable Manufacturing: Digital Twins for Enhanced Energy Efficiency

2023-07-03 | Conference poster | Author
Contributors: Atieh Khodadadi; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

Equipment-centric Data-driven Reliability Assessment of Complex Manufacturing Systems

Proceedings of the 2023 ACM SIGSIM International Conference on Principles of Advanced Discrete Simulation
2023-06-21 | Conference paper | Author
SOURCE-WORK-ID:

e633dc4a-33db-46da-a30c-2fdbf88bbd4d

EID:

2-s2.0-85163885323

Part of ISBN: 9798400700309
Contributors: Jonas Friederich; Wentong Cai; Boon Ping Gan; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 3)‎

Agent-based Simulation of the Pharmaceutical Parallel Trade Market: A Case Study

Procedia Computer Science
2023-04-17 | Journal article | Author
Contributors: Ruhollah Jamali; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)
grade
Preferred source (of 2)‎

Digital Twins for Energy-Efficient Manufacturing

2023-04-17 | Conference paper | Author
Contributors: Nader Mohamed; Sanja Lazarova-Molnar; Jameela Al-Jaroodi
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)
grade
Preferred source (of 2)‎

Vibration Data Analysis for Fault Detection in Manufacturing Systems - A Systematic Literature Review

2023-01-12 | Conference paper | Author
Contributors: Aske Lorenz; Bende Siewertsen; Victor Kyhe Clemmensen; Josephine Blaamann Petersen; Jonas Friederich; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)
grade
Preferred source (of 2)‎

A framework for data-driven digital twins of smart manufacturing systems

Computers in Industry
2022 | Journal article | Author
SOURCE-WORK-ID:

3334ec1e-51ff-48f2-9808-9ba5a64bab9b

EID:

2-s2.0-85121259264

Contributors: Jonas Friederich; Deena P. Francis; Sanja Lazarova-Molnar; Nader Mohamed
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Collaborative Data-driven Reliability Analysis of Multi-state Fault Trees

Journal of Risk and Reliability
2022 | Journal article | Author
Contributors: P. Niloofar; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)
grade
Preferred source (of 3)‎

Data-Driven Reliability Modeling of Smart Manufacturing Systems Using Process Mining

2022 Winter Simulation Conference (WSC)
2022 | Conference paper | Author
SOURCE-WORK-ID:

c68cef9d-fce7-49bd-bdec-db1d064dd792

EID:

2-s2.0-85147436429

Part of ISBN: 978-1-6654-7661-4
Part of ISBN: 978-1-6654-7662-1
Contributors: Jonas Friederich; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Data-driven Simulation

2022 | Conference paper | Author
Contributors: Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

Discovering Agent Models using Process Mining

2022 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)
2022 | Conference paper | Author
SOURCE-WORK-ID:

e0acc392-1cba-4197-85f5-caae96a98ed3

EID:

2-s2.0-85151971297

Part of ISBN: 978-1-6654-6497-0
Contributors: Rob H. Bemthuis; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Experimental Comparison of Open Source Discrete-Event Simulation Frameworks

Simulation Tools and Techniques
2022 | Conference paper | Author
SOURCE-WORK-ID:

09ad8fea-e34d-4c47-9a5c-0a9e4a57d93b

EID:

2-s2.0-85128450927

Part of ISBN: 9783030971236
Contributors: Oskar Skak Kristiansen; Ulrik Sandberg; Casper Hansen; Morten Skovgaard Jensen; Jonas Friederich; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Ftaproxim - R Package for Proxel-Based Simulation of Fault Trees

2022 6th International Conference on System Reliability and Safety, ICSRS 2022
2022 | Conference paper | Author
SOURCE-WORK-ID:

e9b6fc87-8e7e-4344-8454-50fa01594b60

EID:

2-s2.0-85151657236

Part of ISBN: 9781665470926
Contributors: Parisa Niloofar; Hossein Haghbin; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Process Mining for Dynamic Modeling of Smart Manufacturing Systems

Procedia CIRP
2022 | Journal article | Author
SOURCE-WORK-ID:

963d5858-5ee9-470d-9e2a-d2d44928be8b

EID:

2-s2.0-85132306088

Contributors: Jonas Friederich; Giovanni Lugaresi; Sanja Lazarova-Molnar; Andrea Matta
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Proxel-Based Simulation of Fault Trees in R

2022 Winter Simulation Conference (WSC)
2022 | Conference paper | Author
SOURCE-WORK-ID:

6bc14d30-c840-4c20-8591-c5b1555fdae6

EID:

2-s2.0-85147432015

Part of ISBN: 978-1-6654-7661-4
Part of ISBN: 978-1-6654-7662-1
Contributors: Parisa Niloofar; Hossein Haghbin; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Teaching Modeling, Simulation, and Performance Evaluation Course Online with Jupyter Notebook

2022 IEEE Frontiers in Education Conference (FIE)
2022 | Conference paper | Author
SOURCE-WORK-ID:

48e7892a-6773-4279-83e9-74343f980ec1

EID:

2-s2.0-85143773169

Part of ISBN: 9781665462440
Contributors: Farag M. Sallabi; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

The Relationship Between Agent-based Simulation and Game Theory in the Case of Parallel Trade

2022 IEEE International Conference on Agents (ICA)
2022 | Conference paper | Author
SOURCE-WORK-ID:

917f5a2b-f9d9-45e6-b6f1-bc553d8727a6

EID:

2-s2.0-85146494073

Part of ISBN: 978-1-6654-6936-4
Part of ISBN: 978-1-6654-6937-1
Contributors: Ruhollah Jamali; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Towards Agent-based Simulation of the Parallel Trading Market of Pharmaceuticals

2022 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)
2022 | Conference paper | Author
SOURCE-WORK-ID:

7db6fa2b-6ed3-4471-bbdc-c3745a7acf60

EID:

2-s2.0-85152092395

Part of ISBN: 9781665464970
Contributors: Ruhollah Jamali; Sanja Lazarova-Molnar
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Validation of Digital Twins

Proceedings of the 2022 Winter Simulation Conference, WSC 2022
2022 | Conference paper | Author
SOURCE-WORK-ID:

d3c4c924-85d0-406d-a31e-46b2c562e47c

EID:

2-s2.0-85147434150

Part of ISBN: 9798350309713
Contributors: Edward Y. Hua; Sanja Lazarova-Molnar; Deena P. Francis
Source: check_circle
University of Southern Denmark
grade
Preferred source (of 2)‎

Comparative evaluation of data requirements and level of decision support provided by decision support tools for reducing livestock-related greenhouse gas emissions

Journal of Cleaner Production
2022-11 | Journal article | Author
Contributors: Drisya Alex Thumba; Sanja Lazarova-Molnar; Parisa Niloofar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)
grade
Preferred source (of 3)‎

Data-driven extraction and analysis of repairable fault trees from time series data

Expert Systems with Applications
2022-11-26 | Journal article | Author
Contributors: Parisa Niloofar; Sanja Lazarova-Molnar
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)
grade
Preferred source (of 2)‎
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