GRK 1765:  Systemkorrektheit unter widrigen Umständen - SCARE

• Fachliche Zuordnung: Informatik
• Förderung: Förderung von 2012 bis 2021
• Projektkennung: Deutsche Forschungsgemeinschaft (DFG) - Projektnummer 190214496

• Erstellungsjahr: 2022

Zusammenfassung der Projektergebnisse

The Research Training Group SCARE addressed computerised systems that are placed in an environment with which they cooperate, i.e., sense, control, and equip with unprecedented functionality. System correctness means that the cooperation between environment and system satisfies desired behavioural properties. This relationship depends on certain assumptions about the environment and the components of the system. The research training group systematically investigated the problem of system correctness under adverse, only partially predictable conditions which can influence the behaviour of the system, the system context, and the assumptions made for verifying correctness. SCARE studied three aspects of adverse conditions: • limited knowledge. • unpredictable behaviour. • changing structure of environment and system. SCARE pursued the following research themes: formal modeling, verification and analysis as well as constructive techniques, where formal methods are combined with engineering techniques, in particular the use of machine learning. SCARE achieved various advances of the state-of-the art: • novel correctness results were obtained for various types of systems: (graph) programs; stochastic, analog and hybrid systems; networked control systems; wireless sensor networks; automotive ad-hoc networks; controllers for traffic manoeuvres; concurrent systems; neural networks. • new means of system specifications were introduced: variants of logics for traffic manoeuvres and graph transformation systems; new automata model for hybrid systems; models representing interacting autonomous agents following rational strategies; retarded differential and hybrid systems. • novel automatic system verification algorithms were deployed: the first ever model checker for retarded differential equations; constraint solvers for stochastic satisfiability modulo theory over undecidable arithmetic theories; model checkers and synthesis algorithms for distributed systems represented by Petri nets and Petri games. We list highlights of the achievements: verification of dynamically typed programs; verification of graph programs against non-local graph specifications; a spatial logic for the safety of urban traffic manoeuvres; stochastic satisfiability modulo theory using random quantifiers over continuous quantifier domains; quantitative verification of stochastic hybrid systems; the first-ever model-checking algorithm handling retarded differential dynamics; reduction of Hilbertian-state dynamical systems to finite-dimensional hybrid state; Bayesian hybrid automata, a precise model of interacting rational agents under safety constraints; reliable routing in automotive ad-hoc networks subject to rapid topology changes; energy-efficient wireless sensing; applying genetic programming to configure and design replication strategies; improved understanding and modelling of aging effects in electronic systems; a methodology for HW/SW-optimization for predictable timing; model checking of Petri nets with transits against temporal flow properties; over-approximation in Petri net synthesis; exploiting symmetries of high-level Petri games in distributed synthesis; detecting adversarial input to neural networks with internal attacks; automatic verification of non-linear neural networks embedded into cyber-physical environments; nature-inspired dynamic optimization; machine learning methods applied to develop drugs against the coronavirus.

Projektbezogene Publikationen (Auswahl)

• “SCAMPI - Sensor Configuration and Aggregation Middleware for Multi Platform Interchange”. In: Informatik 2009: Im Focus das Leben, Beiträge der 39. Jahrestagung der Gesellschaft für Informatik e.V. (GI), 28.9.-2.10.2009, Lübeck, Proceedings. Ed. by Fischer, S., E. Maehle, and R. Reischuk. Vol. 154. LNI. GI, 2009, pp. 2084–2097. ISBN: 978-3-88579-248-2
  Busemann, C., C. Kuka, U. Westermann, S. Boll, and D. Nicklas
  
• “Flexible and Efficient Sensor Data Processing - A Hybrid Approach”. In: Datenbanksysteme für Business, Technologie und Web (BTW), 14. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), 2.- 4.3.2011 in Kaiserslautern, Germany. Ed. by Härder, T., W. Lehner, B. Mitschang, H. Schöning, and H. Schwarz. Vol. 180. LNI. GI, 2011, pp. 123–134. ISBN: 978-3-88579-274-1
  Busemann, C., C. Kuka, D. Nicklas, and S. Boll
  
• “Mashups for Community Aware Sensor Processing with SCAMPI”. In: BTW 2011 - Workshops und Studierendenprogramm, 1. März 2011, Kaiserslautern, Germany. Ed. by Fischer, P. M., H. Höpfner, J. Klein, D. Nicklas, B. Seeger, T. Umblia, and M. Virgin. Technische Universität Kaiserslautern, 2011, pp. 52–57. ISBN: 978-3-941438-61-3
  Kuka, C., C. Busemann, D. Nicklas, and S. Boll
  
• “Open Sensor Platforms: The Sensor Web Enablement Framework and Beyond”. In: MMS 2011: Mobile und ubiquitäre Informationssysteme. Proceedings der 6. Konferenz, 28. Februar 2011 in Kaiserslautern, Deutschland. Ed. by Höpfner, H., G. Specht, T. Ritz, and C. Bunse. Vol. 185. LNI. GI, 2011, pp. 39– 52. ISBN: 978-3-88579-279-6
  Funk, A., C. Busemann, C. Kuka, S. Boll, and D. Nicklas
  
• “Safe Autonomous Transport Vehicles in Heterogeneous Outdoor Environments”. In: Leveraging Applications of Formal Methods, Verification, and Validation - International Workshops, SARS 2011 and MLSC 2011, Held Under the Auspices of ISoLA 2011 in Vienna, Austria, October 17-18. Revised Selected Papers. Ed. by Hähnle, R., J. Knoop, T. Margaria, D. Schreiner, and B. Steffen. Vol. 336. Communications in Computer and Information Science. Springer, 2011, pp. 61–75. ISBN: 978-3-642-34780-1
  Toben, T., S. Eilers, C. Kuka, S. Schweigert, H. Winkelmann, and S. Ruehrup
  (Siehe online unter https://doi.org/10.1007/978-3-642-34781-8_5)
• “ZeDDS–Fault-Tolerant Data Management in Wireless Sensor Networks with Mobile Users”. In: Fifth Intern. Conf. on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2011). Ed. by Manharan, S., J. L. Mauri, N. Speirs, K. Selvarajah, and P. Rodrigues. Lisbon, Portugal: IARIA, 2011, pp. 11–16
  Kamenik, J., C. Peuser, V. Gollücke, D. Lorenz, R. Piechocki, M. Wasmann, and O. Theel
  
• Processing the uncertainty: Quality-aware data stream processing for dynamic context models”. In: Tenth Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2012, Lugano, Switzerland, March 19-23. IEEE Computer Society, 2012, pp. 560–561. ISBN: 978-1-4673-0905-9
  Kuka, C.
  (Siehe online unter https://doi.org/10.1109/PerComW.2012.6197574)
• “A Hierarchy of Languages with Catenation and Shuffle”. In: Proceedings of the 21th International Workshop on Concurrency, Specification and Programming, Berlin, Germany, September 26-28, 2012. Ed. by Popova-Zeugmann, L. Vol. 928. CEUR Workshop Proceedings. CEUR-WS.org, 2012, pp. 103–114
  Flick, N. E. and M. Kudlek
  
• “Approximating Complex Sensor Quality Using Failure Probability Intervals”. In: Scalable Uncertainty Management - 6th International Conference, SUM 2012, Marburg, Germany, September 17-19. Ed. by Hüllermeier, E., S. Link, T. Fober, and B. Seeger. Vol. 7520. Lecture Notes in Computer Science. Springer, 2012, pp. 287–298. ISBN: 978-3-642-33361-3
  Kuka, C. and D. Nicklas
  (Siehe online unter https://doi.org/10.1007/978-3-642-33362-0_22)
• “Context-model generation for safe autonomous transport vehicles”. In: Proceedings of the Sixth ACM International Conference on Distributed Event-Based Systems, DEBS 2012, Berlin, Germany, July 16-20, 2012. Ed. by Bry, F., A. Paschke, P. T. Eugster, C. Fetzer, and A. Behrend. ACM, 2012, pp. 365–366
  Kuka, C., S. Gerwinn, S. Schweigert, S. Eilers, and D. Nicklas
  (Siehe online unter https://doi.org/10.1145/2335484.2335524)
• “Language Operators for Multiset Languages and Modal Logic”. In: Fourth Workshop on Non-Classical Models for Automata and Applications - NCMA 2012, Fribourg, Switzerland, August 23-24, 2012. Proceedings. Ed. by Freund, R., M. Holzer, B. Truthe, and U. Ultes-Nitsche. Vol. 290. [e-mail]. Österreichische Computer Gesellschaft, 2012, pp. 79–91
  Flick, N. E. and M. Kudlek
  
• “Properties of Languages with Catenation and Shuffle”. In: Proceedings of the 21th International Workshop on Concurrency, Specification and Programming, Berlin, Germany, September 26-28, 2012. Ed. by Popova-Zeugmann, L. Vol. 928. CEUR Workshop Proceedings. CEUR-WS.org, 2012, pp. 91–102
  Flick, N. E. and M. Kudlek
  
• “A Hierarchy of Languages with Catenation and Shuffle”. In: Fundamenta Informaticae 128.1-2 (2013), pp. 113–128
  Kudlek, M. and N. E. Flick
  (Siehe online unter https://doi.org/10.3233/FI-2013-936)
• “CCMC: A Conditional CSL Model Checker for Continuous-Time Markov Chains”. In: Automated Technology for Verification and Analysis - 11th International Symposium, ATVA 2013, Hanoi, Vietnam, October 15-18. Ed. by Hung, D. V. and M. Ogawa. Vol. 8172. Lecture Notes in Computer Science. Springer, 2013, pp. 464–468. ISBN: 978-3-319-02443-1
  Gao, Y., E. M. Hahn, N. Zhan, and L. Zhang
  (Siehe online unter https://doi.org/10.1007/978-3-319-02444-8_36)
• “Dependable Systems through Region-Adherent Distributed Algorithms”. In: Intern. Conf. in Central Asia on Internet (ICI ’13). IEEE. Tashkent, Uzbekistan, Oct. 2013
  Becker, J. S., D. Rahmatov, and O. Theel
  
• “Derivation Languages of Graph Grammars”. In: Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 61 (2013)
  Flick, N. E.
  (Siehe online unter https://doi.org/10.14279/tuj.eceasst.61.829)
• “Model checking conditional CSL for continuoustime Markov chains”. In: Inf. Process. Lett. 113.1-2 (2013), pp. 44–50
  Gao, Y., M. Xu, N. Zhan, and L. Zhang
  (Siehe online unter https://doi.org/10.1016/j.ipl.2012.09.009)
• “SaLsA Streams: Dynamic Context Models for Autonomous Transport Vehicles Based on Multisensor Fusion”. In: 2013 IEEE 14th International Conference on Mobile Data Management, Volume 1, Milan, Italy, June 3-6. IEEE Computer Society, 2013, pp. 263–266. ISBN: 978-1- 4673-6068-5
  Kuka, C., A. Bolles, A. Funk, S. Eilers, S. Schweigert, S. Gerwinn, and D. Nicklas
  (Siehe online unter https://doi.org/10.1109/MDM.2013.37)
• “Towards Practical Verification of Dynamically Typed Programs”. In: 25th Nordic Workshop on Programming Theory (NWPT 2013). Tallinn, Estonia, 2013, pp. 28–30
  Engelmann, B.
  
• “Analysis of Petri Nets with Context-Free Structure Changes”. In: Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 71(1) (2014)
  Flick, N. E. and B. Engelmann
  (Siehe online unter https://doi.org/10.14279/tuj.eceasst.71.1003.992)
• “Demo: supporting quality-aware pervasive applications by probabilistic data stream management”. In: The 8th ACM International Conference on Distributed Event-Based Systems, DEBS ’14, Mumbai, India, May 26-29. Ed. by Bellur, U. and R. Kothari. ACM, 2014, pp. 330–333. ISBN: 978-1-4503-2737-4
  Kuka, C. and D. Nicklas
  (Siehe online unter https://doi.org/10.1145/2611286.2611319)
• “EAVS: Energy aware virtual sensing for wireless sensor networks”. In: 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Singapore, April 21-24. IEEE, 2014, pp. 1–6. ISBN: 978-1-4799-2843-9
  Abdelaal, M., Y. Gao, M. Fränzle, and O. Theel
  (Siehe online unter https://doi.org/10.1109/ISSNIP.2014.6827655)
• “Enriching sensor data processing with quality semantics”. In: 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom 2014 Workshops, Budapest, Hungary, March 24-28. IEEE, 2014, pp. 437– 442
  Kuka, C. and D. Nicklas
  (Siehe online unter https://doi.org/10.1109/PerComW.2014.6815246)
• “Properties of Languages with Catenation and Shuffle”. In: Fundamenta Informaticae 129.1-2 (2014), pp. 117–132
  Kudlek, M. and N. E. Flick
  (Siehe online unter https://doi.org/10.3233/FI-2014-964)
• “Properties of Petri Nets with Context-free Structure Changes”. In: Fifth International Workshop on Graph Computations Models (GCM 2014). Ed. by Echahed, R., A. Habel, and M. Mosbah. York, UK, 2014, pp. 76–90
  Flick, N. E. and B. Engelmann
  
• “Quality matters: supporting quality-aware pervasive applications by probabilistic data stream management”. In: The 8th ACM International Conference on Distributed Event-Based Systems, DEBS ’14, Mumbai, India, May 26-29. Ed. by Bellur, U. and R. Kothari. ACM, 2014, pp. 1–12. ISBN: 978-1-4503-2737-4
  Kuka, C. and D. Nicklas
  (Siehe online unter https://doi.org/10.1145/2611286.2611292)
• “Region-Adherent Algorithms: Restricting the Impact of Faults on Service Quality”. In: 20th IEEE Pacific Rim International Symposium on Dependable Computing, PRDC 2014, Singapore, November 18-21. IEEE, 2014, pp. 203–212. ISBN: 978-1-4799-6474-1
  Becker, J. S., D. Rahmatov, and O. Theel
  (Siehe online unter https://doi.org/10.1109/PRDC.2014.34)
• “A Solving Procedure for Stochastic Satisfiability Modulo Theories with Continuous Domain”. In: Quantitative Evaluation of Systems, 12th International Conference, QEST 2015, Madrid, Spain, September 1-3. Ed. by Campos, J. and B. R. Haverkort. Vol. 9259. Lecture Notes in Computer Science. Springer, 2015, pp. 295–311. ISBN: 978-3- 319-22263-9
  Gao, Y. and M. Fränzle
  (Siehe online unter https://doi.org/10.1007/978-3-319-22264-6_19)
• “A Sound and Complete Hoare Logic for Dynamically- Typed, Object-Oriented Programs - Extended Version -”. In: CoRR abs/1509.08605 (2015)
  Engelmann, B. and E.-R. Olderog
  (Siehe online unter https://doi.org/10.48550/arXiv.1509.08605)
• “A Transformational Approach for the Hardening of Region-Adherent Algorithms”. In: 21st IEEE Pacific Rim International Symposium on Dependable Computing, PRDC 2015, Zhangjiajie, China, November 18-20. Ed. by Wang, G., T. Tsuchiya, and D. Xiang. IEEE, 2015, pp. 80–90. ISBN: 978-1-4673-9376-8
  Rahmatov, D., J. S. Becker, and O. Theel
  (Siehe online unter https://doi.org/10.1109/PRDC.2015.31)
• “Attribution of Graphs by Composition of M, N -adhesive Categories”. In: 6th International Workshop on Graph Computation Models co-located with the 8th International Conference on Graph Transformation (ICGT 2015) part of the Software Technologies: Applications and Foundations (STAF 2015) federation of conferences, L’Aquila, Italy, July 20. Ed. by Plump, D. Vol. 1403. CEUR Workshop Proceedings. CEUR- WS.org, 2015, pp. 66–81
  Peuser, C. and A. Habel
  
• “Automatic Verification of Stability and Safety for Delay Differential Equations”. In: Computer Aided Verification (CAV), Part II. Ed. by Kroening, D. and C. S. Pasareanu. Vol. 9207. LNCS. Springer, 2015, pp. 338–355. ISBN: 978-3-319-21667-6
  Zou, L., M. Fränzle, N. Zhan, and P. N. Mosaad
  (Siehe online unter https://doi.org/10.1007/978-3-319-21668-3)
• “Bestimmung von Datenunsicherheit in einem probabilistischen Datenstrommanagementsystem”. In: Datenbanksysteme für Business, Technologie und Web (BTW 2015) - Workshopband, 2.-3. März 2015, Hamburg, Germany. Ed. by Ritter, N., A. Henrich, W. Lehner, A. Thor, S. Friedrich, and W. Wingerath. Vol. 242. LNI. GI, 2015, pp. 81–90. ISBN: 978-3-88579-636-7
  Kuka, C. and D. Nicklas
  
• “Closing the Gap - Formally Verifying Dynamically Typed Programs like Statically Typed Ones Using Hoare Logic - Extended Version -”. In: CoRR abs/1501.02699 (2015). arXiv: 1501.02699
  Engelmann, B., E.-R. Olderog, and N. E. Flick
  (Siehe online unter https://doi.org/10.48550/arXiv.1501.02699)
• “Composition of M, N-adhesive Categories with Application to Attribution of Graphs”. In: Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 73 (2015)
  Peuser, C. and A. Habel
  (Siehe online unter https://doi.org/10.14279/tuj.eceasst.73.1035)
• “Cooperation and network coding based MAC protocol for VANETs”. In: 2015 IEEE Vehicular Networking Conference, VNC 2015, Kyoto, Japan, December 16-18. IEEE, 2015, pp. 64–67. ISBN: 978-1-4673-9411-6
  Khan, S., M. Alam, N. Müllner, and M. Fränzle
  (Siehe online unter https://doi.org/10.1109/VNC.2015.7385548)
• “Decision Procedure for Stochastic Satisfiability Modulo Theories with Continuous Domain”. In: Frontiers of Formal Methods. Ed. by Ströder, T. and W. Thomas. Aachener Informatik Bericht AIB-2015-06. Aachen, Germany, 2015, pp. 103–108
  Gao, Y.
  
• “Formally Verifying Dynamically-typed Programs like Statically-typed Ones – Another Perspective”. In: Frontiers of Formal Methods. Ed. by Ströder, T. and W. Thomas. Aachener Informatik Bericht AIB-2015-06. Aachen, Germany, 2015, pp. 87–91
  Engelmann, B.
  
• “Generating All Minimal Petri Net Unsolvable Binary Words”. In: Prague Stringology Conference 2016, Prague, Czech Republic, August 29-31, 2015. Ed. by Holub, J. and J. Zdárek. Department of Theoretical Computer Science, Faculty of Information Technology, Czech Technical University in Prague, 2016, pp. 33–46. ISBN: 978-80-01-05996-8
  Erofeev, E. K., K. Barylska, L. Mikulski, and M. Piatkowski
  
• “liteDTW: A Lightweight Dynamic Time Warping for Tiny Sensing Devices”. In: The IEEE Intern. Conf. on Wireless Sensors (ICWiSE 2015). Malaysia, Aug. 2015, pp. 34–39
  Abdelaal, M., P. N. Mosaad, and O. Theel
  (Siehe online unter https://doi.org/10.1109/ICWISE.2015.7380350)
• “No Need Knowing Numerous Neighbours - Towards a Realizable Interpretation of MLSL”. In: Correct System Design - Symposium in Honor of Ernst-Rüdiger Olderog on the Occasion of His 60th Birthday, Oldenburg, Germany, September 8-9. Ed. by Meyer, R., A. Platzer, and H. Wehrheim. Vol. 9360. Lecture Notes in Computer Science. Springer, 2015, pp. 152–171. ISBN: 978-3-319-23505-9
  Fränzle, M., M. R. Hansen, and H. Ody
  (Siehe online unter https://doi.org/10.1007/978-3-319-23506-6_11)
• “On Binary Words Being Petri Net Solvable”. In: Intern. Workshop on Algorithms & Theories for the Analysis of Event Data, ATAED 2015 (Satellite event of the conferences: 36th Intern. Conf. on Application and Theory of Petri Nets and Concurrency Petri Nets 2015 and 15th Intern. Conf. on Application of Concurrency to System Design ACSD 2015), Brussels, Belgium, June 22-23. Ed. by Aalst, W. M. P. van der, R. Bergenthum, and J. Carmona. Vol. 1371. CEUR Workshop Proceedings. CEUR-WS.org, 2015, pp. 1–15
  Barylska, K., E. Best, E. K. Erofeev, L. Mikulski, and M. Piatkowski
  
• “On Correctness of Graph Programs Relative to Recursively Nested Conditions”. In: 6th International Workshop on Graph Computation Models co-located with the 8th International Conference on Graph Transformation (ICGT 2015), L’Aquila, Italy, July 20. Ed. by Plump, D. Vol. 1403. CEUR Workshop Proceedings. CEUR-WS.org, 2015, pp. 97–112
  Flick, N. E
  
• “Proving Correctness of Graph Programs Relative to Recursively Nested Conditions”. In: Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 73 (2015)
  Flick, N. E.
  (Siehe online unter https://doi.org/10.14279/tuj.eceasst.73.1037)
• “QoS Improvement with Lifetime Planning Strategy in Wireless Sensor Networks”. In: The 11th Intern. Conf. on Mobile Ad Hoc and Sensor Networks (IEEE MSN’15). China, Dec. 2015
  Abdelaal, M., P. Zhang, and O. Theel
  (Siehe online unter https://doi.org/10.1109/MSN.2015.13)
• “Quotients of Unbounded Parallelism”. In: Theoretical Aspects of Computing - ICTAC 2015 - 12th International Colloquium Cali, Colombia, October 29-31. Ed. by Leucker, M., C. Rueda, and F. D. Valencia. Vol. 9399. Lecture Notes in Computer Science. Springer, 2015, pp. 241–257. ISBN: 978-3-319-25149-3
  Flick, N. E.
  (Siehe online unter https://doi.org/10.1007/978-3-319-25150-9_15)
• “Region-adherent Distributed Algorithms in Faulty Environments”. In: Masters’ and Doctorate Symposium of the Information Technologies in Environmental Engineering Conference (ITEE 2015). IEEE. Port Elizabeth, South Africa, July 2015, pp. 188–193. ISBN: 978-1-920508-60-9
  Rahmatov, D. and O. Theel
  
• “Reliable virtual sensing for wireless sensor networks”. In: Tenth IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2015, Singapore, April 7-9. IEEE, 2015, pp. 1–7. ISBN: 978-1-4799-8055-0
  Abdelaal, M., C. Kuka, O. Theel, and D. Nicklas
  (Siehe online unter https://doi.org/10.1109/ISSNIP.2015.7106926)
• “Robust mid-range communication in Urban VANETs”. In: 17th Intern. Conf. on Advanced Communication Technology (ICACT). IEEE. 2015, pp. 115–120
  Khan, S. and M. Fränzle
  (Siehe online unter https://doi.org/10.1109/ICACT.2015.7224769)
• “Space-Time Viewpoints for Concurrent Processes Represented by Relational Structures”. In: 24th Intern. Workshop on Concurrency, Specification and Programming, Rzeszow, Poland, September 28-30. Ed. by Suraj, Z. and L. Czaja. Vol. 1492. CEUR Workshop Proceedings. CEUR-WS.org, 2015, pp. 222–233
  Virbitskaite, I., E. N. Bozhenkova, and E. K. Erofeev
  
• “Undecidability Results for Multi-Lane Spatial Logic”. In: Theoretical Aspects of Computing - ICTAC 2015 - 12th International Colloquium Cali, Colombia, October 29-31. Ed. by Leucker, M., C. Rueda, and F. D. Valencia. Vol. 9399. Lecture Notes in Computer Science. Springer, 2015, pp. 404–421. ISBN: 978-3-319-25149-3
  Ody, H.
  (Siehe online unter https://doi.org/10.1007/978-3-319-25150-9_24)
• “Verification for OAuth Using ASLan++”. In: 16th IEEE intern. Symposium on High Assurance Systems Engineering, HASE 2015, Daytona Beach, FL, USA, January 8-10. IEEE Computer Society, 2015, pp. 76–84. ISBN: 978-1- 4799-8110-6
  Yan, H., H. Fang, C. Kuka, and H. Zhu
  (Siehe online unter https://doi.org/10.1109/HASE.2015.20)
• “Verification of Stochastic Systems by Stochastic Satisfiability Modulo Theories with Continuous Domain”. In: Symbolic and Numerical Methods for Reachability Analysis, 1st Intern. Workshop, SNR 2015. Ed. by Bogomolov, S. and A. Tiwari. Vol. 37. EPiC Series in Computing. EasyChair, 2015, pp. 2–10
  Gao, Y. and M. Fränzle
  (Siehe online unter https://doi.org/10.29007/wm3j)
• “A Sound and Complete Hoare Logic for Dynamically-Typed, Object-Oriented Programs”. In: Theory and Practice of Formal Methods. Ed. by Ábrahám, E., M. Bonsangue, and E. B. Johnsen. Vol. 9660. LNCS. Springer, 2016, pp. 173– 193
  Engelmann, B. and E.-R. Olderog
  (Siehe online unter https://doi.org/10.1007/978-3-319-30734-3_13)
• “Characterising Petri Net Solvable Binary Words”. In: Application and Theory of Petri Nets and Concurrency - 37th International Conference. Vol. 9698. Lecture Notes in Computer Science (20 pages). Springer, 2016
  Best, E., E. K. Erofeev, U. Schlachter, and H. Wimmel
  (Siehe online unter https://doi.org/10.1007/978-3-319-39086-4_4)
• “Conditions for Petri Net Solvable Binary Words”. In: T. Petri Nets and Other Models of Concurrency. Lecture Notes in Computer Science 11 (2016). Ed. by Koutny, M., J. Desel, and J. Kleijn, pp. 137– 159
  Barylska, K., E. Best, E. K. Erofeev, L. Mikulski, and M. Piatkowski
  (Siehe online unter https://doi.org/10.1007/978-3-662-53401-4_7)
• “CSiSAT: A satisfiability solver for SMT formulas with continuous probability distributions”. In: 2016 Intern. Workshop on Symbolic and Numerical Methods for Reachability Analysis (SNR). Ed. by Ábrahám, E. and S. Bogomolov. IEEE, Apr. 2016, pp. 1–6
  Gao, Y. and M. Fränzle
  (Siehe online unter https://doi.org/10.1109/SNR.2016.7479382)
• “Discounted Duration Calculus”. In: FM 2016: Formal Methods - 21st International Symposium, Limassol, Cyprus, November 9-11, 2016, Proceedings. Ed. by Fitzgerald, J. S., C. L. Heitmeyer, S. Gnesi, and A. Philippou. Vol. 9995. Lecture Notes in Computer Science. Springer, 2016, pp. 577–592
  Ody, H., M. Fränzle, and M. R. Hansen
  (Siehe online unter https://doi.org/10.1007/978-3-319-48989-6_35)
• “Improving Energy Efficiency in QoS-Constrained Wireless Sensor Networks”. In: Int. J. Distributed Sens. Networks 12.5 (2016), 1576038:1–1576038:28
  Abdelaal, M., O. E. Theel, C. Kuka, P. Zhang, Y. Gao, V. Bashlovkina, D. Nicklas, and M. Fränzle
  (Siehe online unter https://doi.org/10.1155/2016/1576038)
• “Multi-channel mode for emergency system in urban connected vehicles”. In: 24th IEEE/ACM International Symposium on Quality of Service, IWQoS 2016, Beijing, China, June 20-21, 2016. IEEE, 2016, pp. 1–2
  Khan, S. and M. Fränzle
  (Siehe online unter https://doi.org/10.1109/IWQoS.2016.7590415)
• “Proving correctness of graph programs relative to recursively nested conditions”. PhD thesis. University of Oldenburg, Germany, 2016
  Flick, N. E.
  
• “Reversing Transitions in Bounded Petri Nets”. In: 25th International Workshop on Concurrency, Specification and Programming, Rostock, Germany, September 28-30, 2016. Ed. by Schlingloff, B. Vol. 1698. CEUR Workshop Proceedings. CEUR-WS.org, 2016, pp. 74–85
  Barylska, K., L. Mikulski, M. Piatkowski, M. Koutny, and E. K. Erofeev
  
• “Temporal Logic Verification for Delay Differential Equations”. In: Theoretical Aspects of Computing – ICTAC 2016. Ed. by Sampaio, A. and F. Wang. Vol. 9965. LNCS. 18 pages. Springer, Oct. 2016
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