Research interests

Publications

2025

• Niehage, Mathis, and Remke, Anne. 2025. “Symbolic state-space exploration meets statistical model checking.” Performance Evaluation, № 167 (102449) doi: 10.1016/j.peva.2024.102449.

2024

• Niehage, Mathis, and Remke, Anne. 2024. “The Best of Both Worlds: Analytically-Guided Simulation of HPnGs for Optimal Reachability.” in Performance Evaluation Methodologies and Tools - 16th EAI International Conference, VALUETOOLS 2023, Crete, Greece, September 6–7, 2023, Proceedings, Vol. 539 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, edited by Evangelia Kalyvianaki and Marco Paolieri. Heidelberg: Springer. doi: 10.1007/978-3-031-48885-6_5.

2023

• J., Adelt, S., Bruch, P., Herber, M., Niehage, and A., Remke. 2023. “Shielded Learning for Resilience and Performance Based on Statistical Model Checking in Simulink.” in Bridging the Gap Between AI and Reality - First International Conference, AISoLA 2023, Crete, Greece, October 23–28, 2023, Proceedings, Vol. 14380 of Lecture Notes in Computer Science, edited by Bernhard Steffen. Heidelberg: Springer. doi: 10.1007/978-3-031-46002-9_6.

2022

• Adelt, Julius, Herber, Paula, Niehage, Mathis, and Remke, Anne. 2022. “Towards Safe and Resilient Hybrid Systems in the Presence of Learning and Uncertainty.” in Leveraging Applications of Formal Methods, Verification and Validation. Verification Principles - 11th International Symposium, ISoLA 2022, Rhodes, Greece, October 22-30, 2022, Proceedings, Part I, Vol. 13701 of Lecture Notes in Computer Science, edited by Tiziana Margaria and Bernhard Steffen. Heidelberg: Springer. doi: 10.1007/978-3-031-19849-6_18.
• Niehage, Mathis, and Remke, Anne. 2022. “Learning that Grid-Convenience Does Not Hurt Resilience in the Presence of Uncertainty.” in Formal Modeling and Analysis of Timed Systems - 20th International Conference, FORMATS 2022, Warsaw, Poland, September 13–15, 2022, Proceedings, Vol. 13465 of Lecture Notes in Computer Science, edited by Sergiy Bogomolov and David Parker. Heidelberg: Springer. doi: 10.1007/978-3-031-15839-1_17.
• Abate, Alessandro, Blom, Henk, Delicaris, Joanna, Haesaert, Sofie, Hartmanns, Arnd, van Huijgevoort, Birgit, Lavaei, Abolfazl, Ma, Hao, Niehage, Mathis, Remke, Anne, Schön, Oliver, Schupp, Stefan, Soudjani, Sadegh, and Willemsen, Lisa. 2022. “ARCH-COMP22 Category Report: Stochastic Models.” in Proceedings of 9th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH22), Vol. 90 of EPiC Series in Computing, edited by Goran Frehse, Matthias Althoff, Erwin Schoitsch and Jeremie Guiochet. Bramhall: EasyChair. doi: 10.29007/lsvc.

2021

• Abate, Alessandro, Blom, Henk, Bouissou, Marc, Cauchi, Nathalie, Chraibi, Hassane, Delicaris, Joanna, Haesaert, Sofie, Hartmanns, Arnd, Khaled, Mahmoud, Lavaei, Abolfazl, Ma, Hao, Mallik, Kaushik, Niehage, Mathis, Remke, Anne, Schupp, Stefan, Shmarov, Fedor, Soudjani, Sadegh, Thorpe, Adam, Turcuman, Vlad, and Zuliani, Paolo. 2021. “ARCH-COMP21 Category Report: Stochastic Models.” in 8th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH21), Vol. 80 of EPiC Series in Computing doi: 10.29007/dprv.
• Niehage, Mathis, Hartmanns, Arnd, and Remke, Anne. 2021. “Learning optimal decisions for stochastic hybrid systems.” in MEMOCODE '21: Proceedings of the 19th ACM-IEEE International Conference on Formal Methods and Models for System Design, Virtual Event, China, November 20-22, 2021, edited by Indranil Saha and Lijun Zhang. New York, NY: ACM Press. doi: 10.1145/3487212.3487339.

2020

• Niehage, Mathis, Pilch, Carina, and Remke, Anne. 2020. “Simulating Hybrid Petri nets with general transitions and non-linear differential equations.” in Proceedings of the 13th EAI International Conference on Performance Evaluation Methodologies and Tools, edited by ACM. New York, NY: ACM Press. doi: 10.1145/3388831.3388842.

2018

• Pilch, Carina, Niehage, Mathis, and Remke, Anne. 2018. “HPnGs go Non-Linear: Statistical Dependability Evaluation of Battery-Powered Systems.” in 2018 IEEE 26th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), edited by IEEE. New York City: Wiley-IEEE Press. doi: 10.1109/MASCOTS.2018.00024.