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Author

Lukas Kirchdorfer

Observed name: Kirchdorfer, Lukas
ORCID: 0000-0003-4713-9328
Observed ORCID: 0000-0003-4713-9328
OpenAlex ID: A5093234959
AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation
2024 · Lukas Kirchdorfer, Robert Blümel, et al. · International Conference on Process Mining (ICPM) · 25
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Discovering multi-agent systems for resource-centric business process simulation
2025 · Lukas Kirchdorfer, Robert Blümel, et al. · Process Science · 10
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Analytical Uncertainty-Based Loss Weighting in Multi-task Learning
2025 · Lukas Kirchdorfer, Cathrin Elich, et al. · Lecture notes in computer science · 10
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Investigating Uncertainty Weighting for Multi-Task Learning: Insights and Analytical Alternative
2025 · Lukas Kirchdorfer, Tobias Sesterhenn, et al. · International Journal of Computer Vision · 8
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A Divide-and-Conquer Approach for Modeling Arrival Times in Business Process Simulation
2025 · Lukas Kirchdorfer, Konrad Özdemir, et al. · Lecture notes in computer science · 5
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Rethinking Business Process Simulation: A Utility-Based Evaluation Framework
2025 · Konrad Özdemir, Lukas Kirchdorfer, et al. · Lecture notes in business information processing · 3
Examining Common Paradigms in Multi-task Learning
2025 · Cathrin Elich, Lukas Kirchdorfer, et al. · Lecture notes in computer science · 2
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From Global Policies to Local Strategies: Multi-objective Optimization of Resource-Specific Handover Policies
2026 · Lukas Kirchdorfer, Artemis Doumeni, et al. · Lecture notes in computer science
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Organizational Memory for Agentic Business Process Execution
2026 · Lukas Kirchdorfer, Adrian Rebmann, et al. · Lecture notes in business information processing
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Mind the Long Tail: Understanding the Difficulty of Delay Detection in Business Processes
2026 · Keyvan Amiri Elyasi, Lukas Kirchdorfer, et al. · Lecture notes in computer science
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On the Potential of Multi-Task Learning in Predictive Process Monitoring
2026 · Kirchdorfer, Lukas, Elyasi, Keyvan Amiri, et al. · arXiv (Cornell University)
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Glitches in the matrix: threats to the validity of data-driven business process simulation
2026 · Robert Blümel, Lukas Kirchdorfer, et al. · Process Science
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Revisiting Predictive Process Monitoring in the Age of Foundation Models: A Comparative Study of Sequence, Tabular, and LLM Approaches
2026 · Fertig, Lennart, Kirchdorfer, Lukas, et al. · arXiv (Cornell University)
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Temporal Knowledge Graph Forecasting under Distribution Shifts: A Synthetic Evaluation
2026 · Özdemir, Konrad, Gastinger, Julia, et al. · arXiv (Cornell University)
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Arrival times in dynamic environments: modeling, evaluation, and benchmarking for business process simulation
2026 · Lukas Kirchdorfer, Konrad Özdemir, et al. · Process Science
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Formal Foundations of Agentic Business Process Management
2026 · De Giacomo, Giuseppe, Kampik, Timotheus, et al. · arXiv (Cornell University)
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On the Simplification of Neural Network Architectures for Predictive Process Monitoring
2025 · Ansari, Amaan, Kirchdorfer, Lukas, et al. · arXiv (Cornell University)
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Rethinking BPS: A Utility-Based Evaluation Framework
2025 · Özdemir, Konrad, Kirchdorfer, Lukas, et al. · arXiv (Cornell University)
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Works count: 20
Citation count: 65
H-index: 5
I10-index: 3
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