@article{W2022,
title = {Weighted programming: a programming paradigm for specifying mathematical models},
author = {Kevin Batz and Adrian Gallus and Benjamin Lucien Kaminski and Joost-Pieter Katoen and Tobias Winkler},
publisher = {ACM},
journal = {Proceedings of the ACM on programming languages},
pages = {pages 66},
type = {Journal Article},
year = {2022},
doi = {10.1145/3527310},
url = { https://publications.rwth-aachen.de/record/845157},
}×

@conference{OCRPMCSE2022,
title = {Out of Control: Reducing Probabilistic Models by Control-State Elimination},
author = {Tobias Winkler and Johannes Lehmann and Joost-Pieter Katoen},
publisher = {Springer},
booktitle = {Theoretical Computer Science and General Issues},
volume = {13182},
pages = {450-472},
type = {Conference Paper},
year = {2022},
doi = {10.1007/978-3-030-94583-1_22},
url = { https://publications.rwth-aachen.de/record/838775},
}×

@conference{UAETRP2022,
title = {Under-Approximating Expected Total Rewards in POMDPs},
author = {Alexander Nikolai Bork and Joost-Pieter Katoen and Tim Quatmann},
publisher = {Springer},
booktitle = {LNCS},
volume = {13244},
pages = {22-40},
type = {Conference Paper},
year = {2022},
doi = {10.1007/978-3-030-99527-0_2},
url = { https://publications.rwth-aachen.de/record/844526},
}×

@article{D2022,
title = {DFT modeling approach for operational risk assessment of railway infrastructure},
author = {Norman Weik and Matthias Volk and Joost-Pieter Katoen and Nils Nießen},
publisher = {Springer},
journal = {International journal on software tools for technology transfer},
pages = {20 Seiten},
type = {Journal Article},
year = {2022},
doi = {10.1007/s10009-022-00652-4},
url = { https://publications.rwth-aachen.de/record/844073},
}×

@conference{FECQSL2022,
title = {Foundations for Entailment Checking in Quantitative Separation Logic},
author = {Kevin Batz and Ira Justus Fesefeldt and Marvin Jansen and Joost-Pieter Katoen and Florian Keßler and Christoph Matheja and Thomas Noll},
publisher = {Springer},
booktitle = {LNCS},
volume = {13240},
pages = {57-84},
type = {Conference Paper},
year = {2022},
doi = {10.1007/978-3-030-99336-8_3},
url = { https://publications.rwth-aachen.de/record/843799},
}×

@conference{MCTPRPP2022,
title = {Model Checking Temporal Properties of Recursive Probabilistic Programs},
author = {Tobias Winkler and Christina Gehnen and Joost-Pieter Katoen},
publisher = {Springer},
booktitle = {LNCS},
volume = {13242},
pages = {449-469},
type = {Conference Paper},
year = {2022},
doi = {10.1007/978-3-030-99253-8_23},
url = { https://publications.rwth-aachen.de/record/843600},
}×

@conference{GDRCUPO2022,
title = {Gradient-Descent for Randomized Controllers Under Partial Observability},
author = {Linus Heck and Jip Josephine Spel and Sebastian Junges and Joshua Moerman and Joost-Pieter Katoen},
publisher = {Springer},
booktitle = {LNCS},
volume = {13182, Theoretical Computer Science and General Issues},
pages = {127-150},
type = {Conference Paper},
year = {2022},
doi = {10.1007/978-3-030-94583-1_7},
url = { https://publications.rwth-aachen.de/record/841719},
}×

@book{NWIR2022,
title = {Nachhaltigen Wandel gestalten: Innovationsimpulse der RWTH},
author = {Thorsten Karbach and Agnes Förster and Eva Christine Strobel and Stefan Karl Josef Böschen and Peter Letmathe and Elisabeth Clausen and Rik W. de Doncker and Peter Lürkens and Albert Moser and Aaron Jonathan Praktiknjo and Fabian Roemer and Andreas Ulbig and Rainer Dahlmann and Thomas Fischöder and Stefanie Gottuck and Jürgen Klankermeyer and Felix Kunz and Regina Palkovits and Stefan Sterlepper and Peter Quicker and Matthias Jarke and Max C. Lemme and Saskia K. Nagel and Joost-Pieter Katoen and Rainer Waser and Matthias Brockmann and Melanie Sarah Katharina Buchsbaum and Christian Rüdiger Hinke and Patrick Mattfield and Edgar Dahl and Fabian Kiessling and Holger Jahr and Jonas Gesenhues and Joachim Jankowski and Mare Mechelinck and Heidi Noels and Irene Neuner and Rolf Rossaint and Stefan Uhlig and Tanja Veselinović and Emiel van der Vorst and Maximilian Alfons Voshage and Dirk Abel and Claus Bonerz and Lutz Eckstein and Bastian Lehrheuer and Micha Lesemann and Tobias Ostermann and René Zweigel and Benjamin Daniels and Frank Lehmkuhl and Michael Leuchner and Frank Lohrberg and Henry Riße and Martina Roß-Nickoll and Thomas Josef Wintgens},
publisher = {RWTH Aachen University},
pages = {145 Seiten : Illustrationen},
type = {Book},
year = {2022},
doi = {10.18154/RWTH-2021-11153},
url = { https://publications.rwth-aachen.de/record/836209},
}×

@article{TS2021,
title = {The probabilistic model checker STORM},
author = {Hans Christian Hensel and Sebastian Junges and Joost-Pieter Katoen and Tim Quatmann and Matthias Volk},
publisher = {Springer},
journal = {International journal on software tools for technology transfer},
pages = {22 Seiten},
type = {Journal Article},
year = {2021},
doi = {10.1007/s10009-021-00633-z},
url = { https://publications.rwth-aachen.de/record/822059},
}×

@article{C2021,
title = {Counterexample-guided inductive synthesis for probabilistic systems},
author = {Milan Češka and Hans Christian Hensel and Sebastian Junges and Joost-Pieter Katoen},
publisher = {Springer},
journal = {Formal aspects of computing},
volume = {33(4/5)},
pages = {pages 637-667},
type = {Journal Article},
year = {2021},
doi = {10.1007/s00165-021-00547-2},
url = { https://publications.rwth-aachen.de/record/820111},
}×

@article{A2021,
title = {A pre-expectation calculus for probabilistic sensitivity},
author = {Alejandro Aguirre and Gilles Barthe and Justin Hsu and Benjamin Lucien Kaminski and Joost-Pieter Katoen and Christoph Matheja},
publisher = {Association for Computing Machinery},
journal = {Proceedings of the ACM on programming languages},
volume = {5(POPL)},
pages = {pages 52},
type = {Journal Article},
year = {2021},
doi = {10.1145/3434333},
url = { https://publications.rwth-aachen.de/record/819375},
}×

@article{R2021,
title = {Relatively complete verification of probabilistic programs: an expressive language for expectation-based reasoning},
author = {Kevin Batz and Benjamin Lucien Kaminski and Joost-Pieter Katoen and Christoph Matheja},
publisher = {ACM},
journal = {Proceedings of the ACM on programming languages},
volume = {5},
pages = {pages 39},
type = {Journal Article},
year = {2021},
doi = {10.1145/3434320},
url = { https://publications.rwth-aachen.de/record/816245},
}×

@conference{FPOMC2021,
title = {Finding Provably Optimal Markov Chains},
author = {Jip Josephine Spel and Sebastian Junges and Joost-Pieter Katoen},
publisher = {Springer},
booktitle = {LNCS},
volume = {12651},
pages = {173-190},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-72016-2_10},
url = { https://publications.rwth-aachen.de/record/818128},
}×

@conference{MOLATR2021,
title = {Multi-objective Optimization of Long-run Average and Total Rewards},
author = {Tim Quatmann and Joost-Pieter Katoen},
publisher = {Springer},
booktitle = {LNCS},
volume = {12651},
pages = {230-249},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-72016-2_13},
url = { https://publications.rwth-aachen.de/record/817768},
}×

@article{M2021,
title = {Markov automata with multiple objectives},
author = {Tim Quatmann and Sebastian Junges and Joost-Pieter Katoen},
publisher = {Springer},
journal = {Formal methods in system design},
type = {Journal Article},
year = {2021},
doi = {10.1007/s10703-021-00364-6},
url = { https://publications.rwth-aachen.de/record/816671},
}×

@conference{LIAPP2021,
title = {Latticed $k$-Induction with an Application to Probabilistic Programs},
author = {Kevin Batz and Mingshuai Chen and Benjamin Lucien Kaminski and Joost-Pieter Katoen and Christoph Matheja and Philipp Schröer},
publisher = {Springer},
booktitle = {LNCS},
volume = {12760},
pages = {524-549},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-81688-9_25},
url = { https://publications.rwth-aachen.de/record/822587},
}×

@article{TM2021,
title = {The complexity of reachability in parametric Markov decision processes},
author = {Sebastian Junges and Joost-Pieter Katoen and Guillermo A. Pérez and Tobias Winkler},
publisher = {Elsevier},
journal = {Journal of computer and system sciences},
volume = {119},
pages = {pages 183-210},
type = {Journal Article},
year = {2021},
doi = {10.1016/j.jcss.2021.02.006},
url = { https://publications.rwth-aachen.de/record/816179},
}×

@conference{GFPP2021,
title = {Generating Functions for Probabilistic Programs},
author = {Lutz Klinkenberg and Kevin Batz and Benjamin Lucien Kaminski and Joost-Pieter Katoen and Joshua Moerman and Tobias Winkler},
publisher = {Springer},
booktitle = {Theoretical Computer Science and General Issues},
volume = {12561},
pages = {231-248},
type = {Conference Paper},
year = {2021},
url = { https://publications.rwth-aachen.de/record/807881},
}×

@conference{SIBCDCP2021,
title = {Synthesizing Invariant Barrier Certificates via Difference-of-Convex Programming},
author = {Qiuye Wang and Mingshuai Chen and Bai Xue and Naijun Zhan and Joost-Pieter Katoen},
publisher = {Springer},
booktitle = {LNCS},
volume = {12759, Theoretical Computer Science and General Issues},
pages = {443-466},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-81685-8_21},
url = { https://publications.rwth-aachen.de/record/822586},
}×

@book{F2021,
title = {Foundations of probabilistic programming},
author = {},
editor = {Gilles Barthe and Joost-Pieter Katoen and Alexandra Silva},
publisher = {Cambridge University Press},
pages = {xiv, 568 Seiten : Illustrationen},
type = {Book},
year = {2021},
doi = {10.1017/9781108770750},
url = { https://publications.rwth-aachen.de/record/814578},
}×

@conference{TOPTA2021,
title = {Tweaking the Odds in Probabilistic Timed Automata},
author = {Arnd Hartmanns and Joost-Pieter Katoen and Bram Kohlen and Jip Josephine Spel},
publisher = {Springer},
booktitle = {LNCS},
volume = {12846},
pages = {39-58},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-85172-9_3},
url = { https://publications.rwth-aachen.de/record/828609},
}×

@conference{FTOBN2021,
title = {Fine-Tuning the Odds in Bayesian Networks},
author = {Bahare Salmani Barzoki and Joost-Pieter Katoen},
publisher = {Springer},
booktitle = {LNCS},
volume = {12897},
pages = {268-283},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-86772-0_20},
url = { https://publications.rwth-aachen.de/record/828686},
}×

@conference{PATISPP2021,
title = {PAYNT: A Tool for Inductive Synthesis of Probabilistic Programs},
author = {Roman Andriushchenko and Milan Češka and Sebastian Junges and Joost-Pieter Katoen and Šimon Stupinský},
publisher = {Springer},
booktitle = {LNCS},
volume = {12759, Theoretical Computer Science and General Issues},
pages = {856-869},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-81685-8_40},
url = { https://publications.rwth-aachen.de/record/834351},
}×

@conference{MCMFLF2021,
title = {Model Checking the Multi-Formalism Language FIGARO},
author = {Shahid Khan and Matthias Volk and Joost-Pieter Katoen and Alexis Braibant and Marc Bouissou},
publisher = {IEEE},
pages = {463-470},
type = {Conference Paper},
year = {2021},
doi = {10.1109/DSN48987.2021.00056},
url = { https://publications.rwth-aachen.de/record/835145},
}×

@article{S2021,
title = {Synthesizing optimal bias in randomized self-stabilization},
author = {Matthias Volk and Borzoo Bonakdarpour and Joost-Pieter Katoen and Saba Aflaki},
publisher = {Springer},
journal = {Distributed computing},
volume = {35(1)},
pages = {pages 37-57},
type = {Journal Article},
year = {2021},
doi = {10.1007/s00446-021-00408-4},
url = { https://publications.rwth-aachen.de/record/835189},
}×

@article{PDCD2021,
title = {Probabilistic Data with Continuous Distributions},
author = {Martin Grohe and Benjamin Lucien Kaminski and Joost-Pieter Katoen and Peter Lindner},
publisher = {Association for Computing Machinery},
journal = {ACM SIGMOD record},
volume = {50(1)},
pages = {pages 69-76},
type = {Journal Article},
year = {2021},
doi = {10.1145/3471485.3471502},
url = { https://publications.rwth-aachen.de/record/840183},
}×

@conference{TPTTA2021,
title = {The Probabilistic Termination Tool Amber},
author = {Marcel Moosbrugger and Ezio Bartocci and Joost-Pieter Katoen and Laura Kovács},
publisher = {Springer},
booktitle = {LNCS},
volume = {13047},
pages = {667-675},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-90870-6_36},
url = { https://publications.rwth-aachen.de/record/840912},
}×

@conference{ATAPPP2021,
title = {Automated Termination Analysis of Polynomial Probabilistic Programs},
author = {Marcel Moosbrugger and Ezio Bartocci and Joost-Pieter Katoen and Laura Kovács},
publisher = {Springer},
booktitle = {LNCS},
volume = {12648},
pages = {491-518},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-72019-3_18},
url = { https://publications.rwth-aachen.de/record/840913},
}×

@conference{SRMLBRD2021,
title = {Synergising Reliability Modelling Languages: BDMPs and Repairable DFTs},
author = {Shahid Khan and Joost-Pieter Katoen},
publisher = {IEEE},
pages = {113-122},
type = {Conference Paper},
year = {2021},
doi = {10.1109/PRDC53464.2021.00023},
url = { https://publications.rwth-aachen.de/record/841296},
}×

@conference{SRALV2021,
title = {Scalable Reliability Analysis by Lazy Verification},
author = {Shahid Khan and Joost-Pieter Katoen and Matthias Volk and Marc Bouissou},
publisher = {Springer},
booktitle = {LNCS},
volume = {12673, Programming and Software Engineering},
pages = {180-197},
type = {Conference Paper},
year = {2021},
doi = {10.1007/978-3-030-76384-8_12},
url = { https://publications.rwth-aachen.de/record/841298},
}×

@conference{MAFSVDFT2021,
title = {Modelling and Analysis of Fire Sprinklers by Verifying Dynamic Fault Trees},
author = {Shahid Khan and Joost-Pieter Katoen and Matthias Volk and Ahmad Zafar and Falak Sher},
publisher = {IEEE},
type = {Conference Paper},
year = {2021},
doi = {10.1109/LADC53747.2021.9672579},
url = { https://publications.rwth-aachen.de/record/841297},
}×