Lukas Kirchdorfer

According to our database, Lukas Kirchdorfer authored at least 14 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Arrival times in dynamic environments: modeling, evaluation, and benchmarking for business process simulation.

Lukas Kirchdorfer, Konrad Özdemir, Han van der Aa, Heiner Stuckenschmidt

Process Sci., December, 2026

Formal Foundations of Agentic Business Process Management.

Giuseppe De Giacomo, Timotheus Kampik, Lukas Kirchdorfer, Marco Montali, Christoph Weinhuber

CoRR, April, 2026

Investigating Uncertainty Weighting for Multi-Task Learning: Insights and Analytical Alternative.

Lukas Kirchdorfer, Tobias Sesterhenn, Christian Bartelt, Heiner Stuckenschmidt, Lukas Schott, Jan Mathias Köhler

Int. J. Comput. Vis., January, 2026

2025

On the Simplification of Neural Network Architectures for Predictive Process Monitoring.

Amaan Ansari, Lukas Kirchdorfer, Raheleh Hadian

CoRR, September, 2025

Rethinking BPS: A Utility-Based Evaluation Framework.

Konrad Özdemir, Lukas Kirchdorfer, Keyvan Amiri Elyasi, Han van der Aa, Heiner Stuckenschmidt

CoRR, May, 2025

Discovering multi-agent systems for resource-centric business process simulation.

Lukas Kirchdorfer, Robert Blümel, Timotheus Kampik, Han van der Aa, Heiner Stuckenschmidt

Process Sci., 2025

Rethinking Business Process Simulation: A Utility-Based Evaluation Framework.

Konrad Özdemir, Lukas Kirchdorfer, Keyvan Amiri Elyasi, Han van der Aa, Heiner Stuckenschmidt

Proceedings of the Business Process Management Forum - BPM 2025 Forum, Seville, Spain, August 31, 2025

A Divide-and-Conquer Approach for Modeling Arrival Times in Business Process Simulation.

Lukas Kirchdorfer, Konrad Özdemir, Stjepan Kusenic, Han van der Aa, Heiner Stuckenschmidt

Proceedings of the Business Process Management - 23rd International Conference, 2025

A Business Process Simulation Tool Bridging Control‑Flow and Resource‑Centric Paradigms.

Jack Edh, Tuva Falk, Filip Kanon, Erik Simonsson, Hugo Sjödin, Jonatan Wincent, Elisabeth Barar, Robert Blümel, Lukas Kirchdorfer

Proceedings of the Joint Proceedings of the Best Dissertation Award, 2025

2024

Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods.

Andrej Tschalzev, Paul Nitschke, Lukas Kirchdorfer, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation.

Lukas Kirchdorfer, Robert Blümel, Timotheus Kampik, Han van der Aa, Heiner Stuckenschmidt

Proceedings of the 6th International Conference on Process Mining, 2024

Analytical Uncertainty-Based Loss Weighting in Multi-task Learning.

Lukas Kirchdorfer, Cathrin Elich, Simon Kutsche, Heiner Stuckenschmidt, Lukas Schott, Jan Mathias Köhler

Proceedings of the Pattern Recognition, 2024

Examining Common Paradigms in Multi-task Learning.

Cathrin Elich, Lukas Kirchdorfer, Jan Mathias Köhler, Lukas Schott

Proceedings of the Pattern Recognition, 2024

2023

Challenging Common Assumptions in Multi-task Learning.

Cathrin Elich, Lukas Kirchdorfer, Jan Mathias Köhler, Lukas Schott

CoRR, 2023