Publications

2024
DOIAlexander Nikolai Bork, Debraj Chakraborty, Kush Grover, Jan Křetínský, Stefanie Mohr. Learning Explainable and Better Performing Representations of POMDP Strategies, Tools and algorithms for the construction and analysis of systems / bernd finkbeiner, laura kovács, editors. - Part 2, 299-319, Springer, 2024.
Sven Büge. Implementing Goal-HSVI for POMDPs in the probabilistic model checker Storm, 2024.
DOIPatrick Nossol. Entailments in quantitative separation logic with recursive definitions: constructing cyclyc proofs, 1 Online-Ressource: Illustrationen, RWTH Aachen University, 2024.
Daniel Johannes Zilken. Distributional invariants for probabilistic programs, 2024.
DOIPhilipp Berger. Applying software model checking: experiences and advancements, 1 Online-Ressource : Illustrationen, RWTH Aachen University, 2024.
DOIRaphael Jean Berthon, Joost-Pieter Katoen, Tobias Winkler. Markov Decision Processes with Sure Parity and Multiple Reachability Objectives, Reachability problems : 18th international conference, RP 2024, vienna, austria, september 25-27, 2024 : proceedings / laura kovács, ana sokolova, editors, 203-220, Springer, 2024.
DOIPhilipp Schroer. A deductive verifier for probabilistic programs, 1 Online-Ressource: Illustrationen, RWTH Aachen University, 2024.
DOIBahare Salmani Barzoki. Probabilistic model checking and parameter tuning for Bayesian networks, 1 Online-Ressource : Illustrationen, RWTH Aachen University, 2024.
DOIKevin Batz. Automated deductive verification of probabilistic programs, 1 Online-Ressource : Illustrationen, RWTH Aachen University, 2024.
DOIShahid Khan, Joost-Pieter Katoen, Marc Bouissou. A Compositional Semantics of Boolean-Logic Driven Markov Processes, 701-716, IEEE, 2024.
DOITimm Spork, Christel Baier, Joost-Pieter Katoen, Jakob Piribauer, Tim Quatmann. A Spectrum of Approximate Probabilistic Bisimulations, 35th international conference on concurrency theory : CONCUR 2024, september 9-13, 2024, calgary, canada / edited by rupak majumdar, alexandra silva, 37:1-37:19, Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH, 2024.
DOIChristopher Jan-Steffen Brix, Stanley Bak, Taylor T. Johnson, Haoze Wu. The Fifth International Verification of Neural Networks Competition (VNN-COMP 2024): Summary and Results, 102 Seiten, Universitätsbibliothek der RWTH Aachen, 2024.
Yejun Tang. Transfer of branching heuristics for neural network verification to alpha-beta-CROWN and evaluation of large-scale verification benchmarks, 2024.
Julia Walczak. Testing the applicability of robustness evaluation methods for neural networks on nonlinear real arithmetic problems using α-β-CROWN and foolbox, 2024.
Patrick Arens. MARVEL: A stepwise debugging tool for Markov models in the PRISM-language, 2024.
2023
DOILutz Klinkenberg, Tobias Winkler, Mingshuai Chen, Joost-Pieter Katoen. Exact Probabilistic Inference Using Generating Functions, 3 Seiten, 2023.
DOIKevin Batz, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja, Lena Verscht. A Calculus for Amortized Expected Runtimes, 67, ACM, 2023.
DOIKevin Batz, Mingshuai Chen, Sebastian Junges, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja. Probabilistic Program Verification via Inductive Synthesis of Inductive Invariants, Tools and algorithms for the construction and analysis of systems : 29th international conference, TACAS 2023, held as part of the european joint conferences on theory and practice of software, ETAPS 2022, paris, france, april 22–27, 2023, proceedings, part II / edited by sriram sankaranarayanan, natasha sharygina, 410-429, Springer Nature Switzerland, 2023.
DOIShenghua Feng, Mingshuai Chen, Han Su, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Naijun Zhan. Lower Bounds for Possibly Divergent Probabilistic Programs, 99, ACM, 2023.
DOIChristopher Jan-Steffen Brix, Mark Niklas Müller, Stanley Bak, Taylor T. Johnson, Changliu Liu. First three years of the international verification of neural networks competition (VNN-COMP), 329-339, Springer, 2023.
DOISascha Müller. Synthesizing FDIR recovery strategies for space systems, 1 Online-Ressource : Illustrationen, Diagramme, RWTH Aachen University, 2023.
DOIRoman Andriushchenko, Alexander Nikolai Bork, Milan Češka, Sebastian Junges, Joost-Pieter Katoen, Filip Macák. Search and Explore: Symbiotic Policy Synthesis in POMDPs; 1st ed. 2023., Computer aided verification : 35th international conference, CAV 2023, paris, france, july 17–22, 2023, proceedings, part III / edited by constantin enea, akash lal, 113-135, Springer Nature Switzerland, 2023.
DOIBahare Salmani Barzoki, Joost-Pieter Katoen. Automatically Finding the Right Probabilities in Bayesian Networks, 1637-1696, AI Access Found., 2023.
DOITim Quatmann. Verification of multi-objective Markov models, 1 Online-Ressource : Illustrationen, RWTH Aachen University, 2023.
DOIArnd Hartmanns, Sebastian Junges, Tim Quatmann, Maximilian Weininger. A Practitioner’s Guide to MDP Model Checking Algorithms, Tools and algorithms for the construction and analysis of systems : 29th international conference, TACAS 2023, held as part of the european joint conferences on theory and practice of software, ETAPS 2022, paris, france, april 22–27, 2023, proceedings, part I / edited by sriram sankaranarayanan, natasha sharygina, 469-488, Springer Nature Switzerland, 2023.