Publications

Complete list

  1. Winterer, L., Junges, S., Wimmer, R., Jansen, N., Topcu, U., Katoen, J.-P., & Becker, B. (2021). Strategy Synthesis for POMDPs in Robot Planning via Game-Based Abstractions. IEEE Trans. Autom. Control.
  2. Hensel, C., Junges, S., Katoen, J.-P., Quatmann, T., & Volk, M. (2021). The Probabilistic Model Checker Storm. STTT.
  3. Baier, C., Hensel, C., Hutschenreiter, L., Junges, S., Katoen, J.-P., & Klein, J. (2020). Parametric Markov chains: PCTL complexity and fraction-free Gaussian elimination. Inf. Comput., 272, 104504.
  4. Hartmanns, A., Junges, S., Katoen, J.-P., & Quatmann, T. (2020). Multi-cost Bounded Tradeoff Analysis in MDP. J. Autom. Reason., 64(7), 1483–1522.
  5. Bork, A., Junges, S., Katoen, J.-P., & Quatmann, T. (2020). Verification of Indefinite-Horizon POMDPs. ATVA, 12302, 288–304.
  6. Jansen, N., Könighofer, B., Junges, S., Serban, A., & Bloem, R. (2020). Safe Reinforcement Learning Using Probabilistic Shields. CONCUR, 171, 3:1–3:16.
  7. Cubuktepe, M., Jansen, N., Junges, S., Katoen, J.-P., & Topcu, U. (2020). Scenario-Based Verification of Uncertain MDPs. TACAS, 12078, 287–305.
  8. Batz, K., Junges, S., Kaminski, B. L., Katoen, J.-P., Matheja, C., & Schröer, P. (2020). PrIC3: Property Directed Reachability for MDPs. CAV, 12225, 512–538.
  9. Ceska, M., Dehnert, C., Jansen, N., Junges, S., & Katoen, J.-P. (2019). Model Repair Revamped - - On the Automated Synthesis of Markov Chains -. From Reactive Systems to Cyber-Physical Systems, 11500, 107–125.
  10. Spel, J., Junges, S., & Katoen, J.-P. (2019). Are Parametric Markov Chains Monotonic? ATVA, 11781, 479–496.
  11. Winkler, T., Junges, S., Pérez, G. A., & Katoen, J.-P. (2019). On the Complexity of Reachability in Parametric Markov Decision Processes. CONCUR, 140, 14:1–14:17.
  12. Ceska, M., Hensel, C., Junges, S., & Katoen, J.-P. (2019). Counterexample-Driven Synthesis for Probabilistic Program Sketches. FM, 11800, 101–120.
  13. Ceska, M., Jansen, N., Junges, S., & Katoen, J.-P. (2019). Shepherding Hordes of Markov Chains. TACAS, 11428, 172–190.
  14. Ghadhab, M., Junges, S., Katoen, J.-P., Kuntz, M., & Volk, M. (2019). Safety analysis for vehicle guidance systems with dynamic fault trees. Rel. Eng. and Sys. Safety, 186, 37–50.
  15. Volk, M., Junges, S., & Katoen, J.-P. (2018). Fast Dynamic Fault Tree Analysis by Model Checking Techniques. IEEE Trans. Industrial Informatics, 14(1), 370–379.
  16. Junges, S., Jansen, N., Wimmer, R., Quatmann, T., Winterer, L., Katoen, J.-P., & Becker, B. (2018). Finite-State Controllers of POMDPs using Parameter Synthesis. UAI, 519–529.
  17. Junges, S., Katoen, J.-P., Stoelinga, M., & Volk, M. (2018). One Net Fits All - A Unifying Semantics of Dynamic Fault Trees Using GSPNs. Petri Nets, 10877, 272–293.
  18. Cubuktepe, M., Jansen, N., Junges, S., Katoen, J.-P., & Topcu, U. (2018). Synthesis in pMDPs: A Tale of 1001 Parameters. ATVA, 11138, 160–176.
  19. Junges, S., Jansen, N., Katoen, J.-P., Topcu, U., Zhang, R., & Hayhoe, M. M. (2018). Model Checking for Safe Navigation Among Humans. QEST, 11024, 207–222.
  20. Hartmanns, A., Junges, S., Katoen, J.-P., & Quatmann, T. (2018). Multi-cost Bounded Reachability in MDP. TACAS, 10806, 320–339.
  21. Junges, S., Guck, D., Katoen, J.-P., Rensink, A., & Stoelinga, M. (2017). Fault trees on a diet: automated reduction by graph rewriting. Formal Asp. Comput., 29(4), 651–703.
  22. Ghadhab, M., Junges, S., Katoen, J.-P., Kuntz, M., & Volk, M. (2017). Model-Based Safety Analysis for Vehicle Guidance Systems. SAFECOMP, 10488, 3–19.
  23. Winterer, L., Junges, S., Wimmer, R., Jansen, N., Topcu, U., Katoen, J.-P., & Becker, B. (2017). Motion planning under partial observability using game-based abstraction. CDC, 2201–2208.
  24. Cubuktepe, M., Jansen, N., Junges, S., Katoen, J.-P., Papusha, I., Poonawala, H. A., & Topcu, U. (2017). Sequential Convex Programming for the Efficient Verification of Parametric MDPs. TACAS, 10206, 133–150.
  25. Budde, C. E., Dehnert, C., Hahn, E. M., Hartmanns, A., Junges, S., & Turrini, A. (2017). JANI: Quantitative Model and Tool Interaction. TACAS, 10206, 151–168.
  26. Dehnert, C., Junges, S., Katoen, J.-P., & Volk, M. (2017). A storm is Coming: A Modern Probabilistic Model Checker. CAV, 10427.
  27. Quatmann, T., Junges, S., & Katoen, J.-P. (2017). Markov Automata with Multiple Objectives. CAV, 10426.
  28. Quatmann, T., Dehnert, C., Jansen, N., Junges, S., & Katoen, J.-P. (2016). Parameter Synthesis for Markov Models: Faster Than Ever. ATVA, 9938, 50–67.
  29. Junges, S., Guck, D., Katoen, J.-P., & Stoelinga, M. (2016). Uncovering Dynamic Fault Trees. DSN, 299–310.
  30. Dehnert, C., Junges, S., Jansen, N., Corzilius, F., Volk, M., Katoen, J.-P., Ábrahám, E., & Bruintjes, H. (2016). Parameter Synthesis for Probabilistic Systems. MBMV, 72–74.
  31. Volk, M., Junges, S., & Katoen, J.-P. (2016). Advancing Dynamic Fault Tree Analysis - Get Succinct State Spaces Fast and Synthesise Failure Rates. SAFECOMP, 9922, 253–265.
  32. Dombrowski, C., Junges, S., Katoen, J.-P., & Gross, J. (2016). Model-Checking Assisted Protocol Design for Ultra-reliable Low-Latency Wireless Networks. SRDS, 307–316.
  33. Junges, S., Jansen, N., Dehnert, C., Topcu, U., & Katoen, J.-P. (2016). Safety-Constrained Reinforcement Learning for MDPs. TACAS, 9636, 130–146.
  34. Junges, S., Jansen, N., Katoen, J.-P., & Topcu, U. (2016). Probabilistic Verification for Cognitive Models. FS-16.
  35. Dehnert, C., Junges, S., Jansen, N., Corzilius, F., Volk, M., Bruintjes, H., Katoen, J.-P., & Ábrahám, E. (2015). PROPhESY: A PRObabilistic ParamEter SYnthesis Tool. CAV, 9206, 214–231.
  36. Corzilius, F., Kremer, G., Junges, S., Schupp, S., & Ábrahám, E. (2015). SMT-RAT: An Open Source C++ Toolbox for Strategic and Parallel SMT Solving. SAT, 9340, 360–368.
  37. Junges, S., Guck, D., Katoen, J.-P., Rensink, A., & Stoelinga, M. (2015). Fault Trees on a Diet - - Automated Reduction by Graph Rewriting -. SETTA, 9409, 3–18.
  38. Bohlender, D., Bruintjes, H., Junges, S., Katelaan, J., Nguyen, V. Y., & Noll, T. (2014). A Review of Statistical Model Checking Pitfalls on Real-Time Stochastic Models. ISoLA, 8803, 177–192.
  39. Junges, S., Loup, U., Corzilius, F., & Ábrahám, E. (2013). On Gröbner Bases in the Context of Satisfiability-Modulo-Theories Solving over the Real Numbers. CAI, 8080, 186–198.
  40. Corzilius, F., Loup, U., Junges, S., & Ábrahám, E. (2012). SMT-RAT: An SMT-Compliant Nonlinear Real Arithmetic Toolbox - (Tool Presentation). SAT, 7317, 442–448.