2019W

• Bachelor Thesis for Computer Science and Business Informatics / PR / 182.715
• Introduction to Logical Methods in Computer Science / VO / 184.766
• Practical Project in Computer Engineering / PR / 182.716
• Project Computer Engineering / PR / 182.762
• Research Seminar LogiCS / SE / 184.767
• Scientific Project Computer Engineering / PR / 182.761
• Seminar for PhD students / SE / 182.008
• Stochastic Foundations of Cyber-Physical Systems / VU / 182.763

• Aggregate Farming in the Cloud
  2018 – 2021 / Austrian Research Promotion Agency (FFG)
• COCO: Control Equivalence for Cyber-Physical Models
  2018 – 2020 / Austrian Science Fund (FWF)
• Integrated Development 4.0
  2018 – 2021 / European Commission - Joint Undertaking
• Self-stabilizing Byzantine Fault-Tolerant Distributed Algorithms for Integrated Circiuts
  2013 – 2018 / Austrian Science Fund (FWF)
• Architecture for Multi-criticality Agile Dependable Evolutionary Open System-of-Systems
  2013 – 2016 / European Commission
• Model-based Design of Secure Cyber-Physical Systems
  2013 – 2016 / European Commission

2019

• A Roadmap Toward the Resilient Internet of Things for Cyber-Physical Systems / D. Ratasich, F. Khalid, F. Geissler, R. Grosu, M. Shafique, E. Bartocci / IEEE Access, 7 (2019), 1; 24 pages

2018

• Towards an Agricultural IoT-Infrastructure for Micro-climate Measurements / C. Hirsch, M. Redl, R. Grosu / Talk: Workshop on Smart Farming, Porto, Portugal; 2018-04-10
• A Mixed-Criticality Integration in Cyber-Physical Systems: A Heterogeneous Time-Triggered Architecture on a Hybrid SoC Platform / H. Isakovic, R. Grosu / in: "Solutions for Cyber-Physical Systems Ubiquity", 1; issued by: IGI Global; IGI Global, Hershey PA, USA 17033, 2018, (invited), ISBN: 9781522528456, 169 - 194
• Identifying central nodes for information flow in social networks using compressive sensing / H. Mahyar, R. Hasheminezhad, E. Ghalebi, A. Nazemian, R. Grosu, A. Movaghar, H. Rabiee / Social Network Analysis and Mining, 8 (2018), 33
• c302: a multiscale framework for modelling the nervous system of Caenorhabditis elegans / P. Gleeson, D. Lung, R. Grosu, R. Hasani, S. Larson / Philosophical Transactions of the Royal Society B: Biological Sciences, 373 (2018), 1758
• Parallel reachability analysis of hybrid systems in XSpeed / A. Gurung, R. Ray, E. Bartocci, S. Bogomolov, R. Grosu / International Journal on Software Tools for Technology Transfer, in press (2018), 1 - 23
• Quantitative monitoring of STL with edit distance / S. Jaksic, E. Bartocci, R. Grosu, T. Nguyen, D. Nickovic / Formal Methods in System Design, 53 (2018), 1; 83 - 112
• An algebraic framework for runtime verification / S. Jaksic, E. Bartocci, R. Grosu, D. Nickovic / IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 37 (2018), 11; 2233 - 2243
• OpenUAV: A UAV Testbed for the CPS and Robotics Community / M. Schmittle, A. Lukina, L. Vacek, J. Das, C. P. Buskirk, S. Rees, J. Sztipanovits, R. Grosu, V. Kumar / in: "The 9th ACM/IEEE International Conference on Cyber-Physical Systems", IEEE Computer Society, Porto, Portugal, 2018, 130 - 139
• Formation Control and Persistent Monitoring in the OpenUAV Swarm Simulator on the NSF CPS-VO / A. Lukina, A. Kumar, M. Schmittle, A. Singh, J. Das, S. Rees, C. P. Buskirk, J. Sztipanovits, R. Grosu, V. Kumar / in: "The 9th ACM/IEEE International Conference on Cyber-Physical Systems", IEEE Computer Society, Porto, Portugal, 2018, 353 - 354
• Generative Adversarial Networks for Clustering Semiconductor Wafer Maps / H. Mahyar, P. Tulala, H. Rabiee, R. Grosu / Poster: ML for Systems Workshop at NIPS 2018, Montreal, Canada; 2018-12-08; in: "Proc. of ML for Systems Workshop", ML for Systems, (2018)
• Dynamic Network Model from Partial Observations / E. Ghalebi, B. Mirzasoleiman, R. Grosu, J. Leskovec / Poster: Neural Information Processing Systems (NIPS 2018), Montreal, Canada; 2018-12-03 - 2018-12-08; in: "Advances in Neural Information Processing Systems 31 (NIPS 2018)", Advances in Neural Information Processing Systems 31, (2018)
• CPS/IoT Ecosystem: A platform for research and education / H. Isakovic, D. Ratasich, C. Hirsch, M. Platzer, B. Wally, T. Rausch, D. Nickovic, W. Krenn, G. Kappel, S. Dustdar, R. Grosu / Talk: 14th Workshop on Embedded and Cyber-Physical Systems Education (WESE 2018), Turin, Italien; 2018-10-04 - 2018-10-05; in: "Proceedings of the 14th Workshop on Embedded and Cyber-Physical Systems Education (WESE 2018)", (2018), 8 pages
• Tight Continuous-Time Reachtubes for Lagrangian Reachability / J. Cyranka, A. Islam, S. Smolka, S. Gao, R. Grosu / Talk: 57th IEEE Conference on Decision and Control, Miami, Florida, USA; 2018-12-17 - 2018-12-19; in: "57th IEEE Conference on Decision and Control", IEEE, 2018 IEEE Conference on Decision and Control (CDC) (2018), ISSN: 2576-2370; 6854 - 6861
• Production Tests Coverage Analysis in the Simulation Environment / N. Manjunath, D. Haerle, C. Manthey, M. Väänänen, S. Sabanal, H. Eichinger, H. Tauber, A. Machne, R. Grosu, D. Nickovic / Talk: International Test Conference, Phoenix, Arizona, USA; 2018-10-28 - 2018-11-02; in: "ITC'18, the International Test Conference", IEEE, 2018 IEEE International Test Conference (ITC) (2018), ISSN: 2378-2250; 1 - 7
• A multi-bias recurrent neural network for modeling milling sensory data / G. Wang, M. Ben Sassi, R. Grosu / Talk: 1st IEEE International Conference on Industrial Cyber-Physical Systems (ICPS 2018), St. Petersburg; 2018-05-15 - 2018-05-18; in: "Proc. of ICPS 2018: 1st IEEE International Conference on Industrial Cyber-Physical Systems", IEEE, (2018), ISBN: 978-1-5386-6531-2; 71 - 78
• Declarative vs Rule-based Control for Flocking Dynamics / U. Mehmood, N. Paoletti, D. Phan, R. Grosu, S. Lin, S. Stoller, A. Tiwari, J. Yang, S. Smolka / Talk: 33rd ACM Symposium On Applied Computing, Pau, France; 2018-04-09 - 2018-04-13; in: "Proc. of SAC'18, the 33rd ACM Symposium On Applied Computing", ACM, (2018), ISBN: 978-1-4503-5191-1; 816 - 823
• Neural State Classification for Hybrid Systems / D. Phan, N. Paoletti, T. Zhang, R. Grosu, S. Smolka, S. Stoller / Talk: Proc. of ATVA 2018: the 16th International Symposium on Automated Technology for Verification and Analysis, Los Angeles, CA, USA; 2018-10-07 - 2018-10-10; in: "Proc. of ATVA 2018: the 16th International Symposium on Automated Technology for Verification and Analysis", Springer, 11138 (2018), ISBN: 978-3-030-01089-8; 422 - 440
• Unsupervised Wafermap Patterns Clustering via Variational Autoencoders / P. Tulala, H. Mahyar, E. Ghalebi, R. Grosu / Talk: IEEE International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, Brazil; 2018-07-08 - 2018-07-13; in: "Proc. of IJCNN 2018: International Joint Conference on Neural Networks", IEEE, (2018), ISSN: 2161-4407; 1 - 8
• A Compressive Sensing Framework for Distributed Detection of High Closeness Centrality Nodes in Networks / H. Mahyar, R. Hasheminezhad, E. Ghalebi, R. Grosu, H. Stanley / Talk: COMPLEX NETWORKS 2018: 7th International Conference on Complex Networks and Their Applications, Cambridge, United Kingdom; 2018-12-11 - 2018-12-13; in: "Complex Networks and Their Applications VII", Springer, (2018), ISBN: 978-3-030-05413-7; 91 - 103
• Artificial Intelligence Solutions for Verification of Analog and Mixed-Signal Smart Power Systems / R. Hasani, B. Kulnik, D. Haerle, R. Grosu / Talk: 9th International Workshop on Frontiers in Analog CAD at ASYNC 2018, Vienna, Austria; 2018-05-16 - 2018-05-17; in: "Proceedings of the 9th International Workshop on Frontiers in Analog CAD", (2018)
• Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks / R. Hasani, A. Amini, M. Lechner, F. Naser, R. Grosu, D. Rus / Talk: Workshop on Interpretability and Robustness in Audio, Speech, and Language (IRASL) at NIPS 2018, Montreal, Canada; 2018-12-02 - 2018-12-09; in: "Proceedings of the NIPS 2018 Interpretability and Robustness for Audio, Speech and Language Workshop", NIPS 2018, (2018)
• Interpretable Neuronal Circuit Policies for Reinforcement Learning Environments / M. Lechner, R. Hasani, R. Grosu / Talk: Workshop on Explainable Artificial Intelligence (XAI2018) at IJCAI-ECAI 2018, Stockholm, Sweden; 2018-07-13 - 2018-07-18; in: "Proceedings of the 2nd Workshop on Explainable Artificial Intelligence", IJCAI-ECAI 2018, (2018), 79 - 84
• Resilient Control and Safety for Cyber-Physical Systems / A. Lukina, A. Tiwari, S. Smolka, L. Esterle, J. Yang, R. Grosu / Talk: 3rd Workshop on Monitoring and Testing of Cyber-Physical Systems, Porto, Portugal; 2018-04-10; in: "3rd Workshop on Monitoring and Testing of Cyber-Physical Systems", IEEE, (2018), 16 - 17
• Self-Healing by Property-Guided Structural Adaptation / D. Ratasich, T. Preindl, K. Selyunin, R. Grosu / Talk: 1st IEEE International Conference on Industrial Cyber-Physical Systems (ICPS 2018), St. Petersburg; 2018-05-15 - 2018-05-18; in: "1st IEEE International Conference on Industrial Cyber-Physical Systems (ICPS 2018)", IEEE, (2018), ISBN: 978-1-5386-6531-2; 199 - 205

2017

• Runtime Safety Assurance for Adaptive Cyber-Physical Systems: ConSerts M and Ontology-Based Runtime Reconfiguration Applied to an Automotive Case Study / T. Amorim, D. Ratasich, G. Macher, A. Ruiz, D. Schneider, M. Driussi, R. Grosu / in: "Solutions for Cyber-Physical Systems Ubiquity", 1; N. Druml, A. Genser, A. Krieg, M. Menghin, A. Höller (ed.); issued by: IGI Global; IGI Global, Hershey, Pennsylvania, USA, 2017, ISBN: 9781522528456, 137 - 168
• Collision Avoidance for Mobile Robots with Limited Sensing and Limited Information about Moving Obstacles / D. Phan, J. Yang, R. Grosu, S. Smolka, S. Stoller / Formal Methods in System Design, 51 (2017), 1; 62 - 86
• Computing Compositional Proofs of Input-to-Output Stability Using SOS Optimization and Delta-Decidability / A. Murthy, A. Islam, S. Smolka, R. Grosu / Nonlinear Analysis: Hybrid Systems, 23 (2017), 2; 272 - 286
• Gaussian convex evidence theory for ordered and fuzzy evidence fusion / Y. Zhu, H. Duan, X. Wang, B. Zhou, G. Wang, R. Grosu / Journal of Intelligent & Fuzzy Systems, 33 (2017), 5; 2843 - 2849
• ZIZO: A Novel Zoom-In-Zoom-Out Search Algorithm for the Global Parameters of Echo-State Networks / G. Wang, M. Ben Sassi, R. Grosu / Canadian Journal of Electrical and Computer Engineering, 40 (2017), 3; 210 - 216
• A Multi-Sensor Data Fusion Approach for Atrial Hypertrophy Disease Diagnosis Based on Characterized Support Vector Hyperspheres / Y. Zhu, D. Liu, R. Grosu, X. Wang, H. Duan, G. Wang / Sensors, 17 (2017), 9
• Searching for Biophysically Realistic Parameters for Dynamic Neuron Models by Genetic Algorithms from Calcium Imaging Recording / M. Fuchs, Z. Zimmer, R. Grosu, R. Hasani / Poster: Workshop on Worm´s Neural Information Processing at the 31st Neural Information Processing Systems (NIPS) Conference, 2017, Long Beach, CA, USA; 2017-12-08; in: "Proceedings of the Workshop on Worm´s Neural Information Processing at the 31st Neural Information Processing Systems (NIPS) Conference, 2017", (2017), 6 pages
• A Simplified Cell Network for the Simulation of C. elegans´ Forward Crawling / D. Lung, S. Larson, A. Palyanov, S. Khayrulin, P. Gleeson, Z. Zimmer, R. Grosu, R. Hasani / Poster: Workshop on Worm´s Neural Information Processing at the 31st Neural Information Processing Systems (NIPS) Conference, 2017, Long Beach, CA, USA; 2017-12-08; in: "Proceedings of the Workshop on Worm´s Neural Information Processing at the 31st Neural Information Processing Systems (NIPS) Conference, 2017", (2017), 5 pages
• Modeling a Simple Non-Associative Learning Mechanism in the Brain of Caenorhabditis elegans / R. Hasani, M. Fuchs, V. Beneder, R. Grosu / Talk: Workshop on Biomedical Informatics with Optimization and Machine Learning (BOOM), 2017, Melbourne, Australia; 2017-08-21; in: "Proceedings of the Workshop on Biomedical Informatics with Optimization and Machine Learning (BOOM), 2017", (2017), 5 pages
• SIM-CE: An Advanced Simulation Platform for Studying the brain of Caenorhabditis elegans / R. Hasani, V. Beneder, M. Fuchs, D. Lung, R. Grosu / Talk: Workshop on Computational Biology at the 34th International Conference on Machine Learning(ICML), 2017, Sydney, Australia; 2017-08-10; in: "Proceedings of the Workshop on Computational Biology at the 34th International Conference on Machine Learning(ICML), 2017", (2017), 5 pages
• Worm-level Control through Search-based Reinforcement Learning / M. Lechner, R. Grosu, R. Hasani / Talk: Deep Reinforcement Learning Symposium at the 31st Neural Information Processing Systems (NIPS) Conference, 2017, Long Beach, CA, USA; 2017-12-04 - 2017-12-09; in: "Proceedings of the Deep Reinforcement Learning Symposium at the 31st Neural Information Processing Systems (NIPS) Conference, 2017", (2017), 5 pages
• ARES: Adaptive Receding-Horizon Synthesis of Optimal Plans / A. Lukina, L. Esterle, C. Hirsch, E. Bartocci, J. Yang, S. Smolka, A. Tiwari, R. Grosu / Talk: TACAS 2017: the 23rd International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Uppsala, Sweden; 2017-04-22 - 2017-04-29; in: "Proc. of TACAS 2017: the 23rd International Conference on Tools and Algorithms for the Construction and Analysis of Systems", Springer, 10206 (2017), 286 - 302
• Lagrangian Reachabililty / J. Cyranka, A. Islam, G. Byrne, P. Jones, S. Smolka, R. Grosu / Talk: CAV 2017: the 29th International Conference on Computer-Aided Verification, Heidelberg, Germany; 2017-07-24 - 2017-07-28; in: "Proc. of CAV 2017: the 29th International Conference on Computer-Aided Verification", Springer, 10426 (2017), ISBN: 978-3-319-63387-9; 379 - 400
• A Component-Based Simplex Architecture for High-Assurance Cyber-Physical Systems / D. Phan, J. Yang, M. Clark, R. Grosu, J. Schierman, S. Smolka, S. Stoller / Talk: Application of Concurrency to System Design (ACSD), 2017 17th International Conference on, Zaragoza, Spain; 2017-06-25 - 2017-06-30; in: "Application of Concurrency to System Design (ACSD), 2017 17th International Conference on", (2017), ISBN: 978-1-5386-2868-3; 49 - 58
• A Novel Bayesian Network-Based Fault Prognostic Method for Semiconductor Manufacturing Process / G. Wang, R. Hasani, Z. Yungang, R. Grosu / Talk: 2017 Annual IEEE Industrial Electronics Society´s 18th International Conference on Industrial Technology (ICIT 2017), Toronto, ON, Canada; 2017-03-22 - 2017-03-25; in: "Proceedings of the 2017 Annual IEEE Industrial Electronics Society´s 18th International Conference on Industrial Technology (ICIT 2017)", IEEE, (2017), ISBN: 978-1-5090-5321-6; 1450 - 1454
• Compositional Neural-Network Modeling of Complex Analog Circuits / R. Hasani, D. Haerle, C. Baumgartner, A. Lomuscio, R. Grosu / Talk: IEEE International Joint Conference on Neural Networks (IJCNN), Anchorage, Alaska, USA; 2017-05-14 - 2017-05-19; in: "Proceedings of the 2017 International Joint Conference on Neural Networks", (2017), ISSN: 2161-4407; 2235 - 2242
• Towards Deterministic and Stochastic Computations with Izhikevich Spiking Neuron Model / R. Hasani, G. Wang, R. Grosu / Talk: IWANN 2017: 14th International Work-Conference on Artificial Neural Networks - Advances in Computational Intelligence, Cádiz, Spain; 2017-06-14 - 2017-06-17; in: "Proc.of IWANN 2017: 14th International Work-Conference on Artificial Neural Networks - Advances in Computational Intelligence", Springer, 10305 (2017), ISBN: 978-3-319-59146-9; 392 - 402
• Attacking the V: On the Resiliency of Adaptive-Horizon MPC / A. Tiwari, S. Smolka, L. Esterle, A. Lukina, J. Yang, R. Grosu / Talk: 15th International Symposium on Automated Technology for Verification and Analysis, ATVA 2017, Pune, India; 2017-10-03 - 2017-10-06; in: "Proceedings of the 15th International Symposium on Automated Technology for Verification and Analysis", Springer International Publishing, 10482, Cham (2017), ISBN: 978-3-319-68166-5; 446 - 462
• Runtime Monitoring with Recovery of the SENT Communication Protocol / K. Selyunin, S. Jaksic, T. Nguyen, C. Reidl, U. Hafner, E. Bartocci, D. Nickovic, R. Grosu / Talk: CAV 2017: the 29th International Conference on Computer-Aided Verification, Heidelberg, Germany; 2017-07-24 - 2017-07-28; in: "Proc. of CAV 2017: the 29th International Conference on Computer-Aided Verification", Springer, 10426 (2017), 336 - 355
• A Survey of Hardware Technologies for Mixed-Critical Integration Explored in the Project EMC2 / H. Isakovic, R. Grosu, D. Ratasich, J. Kadlec, Z. Pohl, S. Kerrison, K. Georgiou, N. Druml, L. Tadros, F. Christiansen, E. Wheatley, B. Farkas, R. Meyer, M. Berekovic / Talk: SAFECOMP 2017 DECSoS, Trento (invited); 2017-09-12 - 2017-09-15; in: "Computer Safety, Reliability, and Security", Lecture Notes in Computer Science / Springer, Volume 10486 (2017), ISBN: 978-3-319-66284-8; 124 - 140
• A Self-Healing Framework for Building Resilient Cyber-Physical Systems / D. Ratasich, O. Höftberger, H. Isakovic, M. Shafique, R. Grosu / Talk: 20th IEEE International Symposium on Real-Time Computing (ISORC 2017), Toronto, Canada; 2017-05-16 - 2017-05-18; in: "Real-Time Distributed Computing (ISORC), 2017 IEEE 20th International Symposium on", IEEE, (2017), ISBN: 978-1-5386-1574-4; 133 - 140
• Computing with Biophysical and Hardware-efficient Neural Models / K. Selyunin, R. Hasani, D. Ratasich, E. Bartocci, R. Grosu / Talk: IWANN 2017: 14th International Work-Conference on Artificial Neural Networks - Advances in Computational Intelligence, Cádiz, Spain; 2017-06-14 - 2017-06-17; in: "Proc.of IWANN 2017: 14th International Work-Conference on Artificial Neural Networks - Advances in Computational Intelligence", Springer, 10305 (2017), 535 - 547
• Quantitative Regular Expressions for Arrhythmia Detection Algorithms / H. Abbas, A. Rodionova, E. Bartocci, S. Smolka, R. Grosu / Talk: CMSB 2017: the 15th International Conference on Computational Methods in Systems Biology, Darmstadt, Germany; 2017-09-27 - 2017-09-29; in: "Proc. of CMSB 2017: the 15th International Conference on Computational Methods in Systems Biology", Springer, 10545 (2017), 23 - 39

2016

• Investigations on the Nervous System of Caenorhabditis elegans / R. M. Hasani, L. Esterle, R. Grosu / Talk: Current AI Research in Austria (CAIRA) Workshop at the 39th German conference on Artificial Intelligence, Klagenfurt; 2016-09-27
• Cyber-physical systems: challenge of the 21st century / L. Esterle, R. Grosu / Elektrotechnik und Informationstechnik (invited), 133 (2016), 7; 299 - 303
• Applying High-Level Synthesis for Synthesizing Hardware Runtime STL Monitors of Mission-Critical Properties / K. Selyunin, T. Nguyen, A.D. Basa, E. Bartocci, D. Nickovic, R. Grosu / Talk: Design and Verification Conference and Exhibition, San Jose, USA; 2016-02-29 - 2016-03-03; in: "Design and Verification Conference and Exhibition", Online, (2016), 8 pages
• Efficient Modeling of Complex Analog Integrated Circuits Using Neural Networks / R. M. Hasani, D. Haerle, R. Grosu / Talk: 12th Conference on PhD Research in Microelectronics and Electronics (PRIME) 2016, Lisbon, Portugal; 2016-06-27 - 2016-06-30; in: "Proc. of PRIME 2016: 12th conference on PhD research on microelectronics and electronics", IEEE, (2016), ISBN: 978-1-5090-0493-5; 1 - 4
• Monitoring of MTL Specifications With IBM's Spiking-Neuron Model / K. Selyunin, T. Nguyen, E. Bartocci, D. Nickovic, R. Grosu / Talk: Proc. of the 2016 Design, Automation & Test in Europe Conference & Exhibition, Dresden; 2016-04-14 - 2016-04-18; in: "Proc. of the 2016 Design, Automation & Test in Europe Conference & Exhibition", IEEE Computer Society, (2016), ISBN: 978-3-9815-3707-9; 924 - 929
• Parallel Reachability Analysis for Hybrid Systems / A. Gurung, D. Kumar, E. Bartocci, S. Bogomolov, R. Grosu, R. Ray / Talk: Proc. of MEMOCODE 2016: the 14th ACM-IEEE International Conference on Formal Methods and Models for System Design, ACM, 2016, Kanpur, India; 2016-11-18 - 2016-11-20; in: "Proc. of MEMOCODE 2016: the 14th ACM-IEEE International Conference on Formal Methods and Models for System Design, ACM, 2016", (2016), 12 - 22
• Applying Runtime Monitoring for Automotive Electronic Development / K. Selyunin, T. Nguyen, E. Bartocci, R. Grosu / Talk: 7th International Conference on Runtime Verification, Madrid; 2016-12-23 - 2016-12-30; in: "Runtime Verification - 16th International Conference, RV 2016, Madrid, Spain, September 23-30, 2016, Proceedings", Springer International Publishing, 10012 (2016), ISSN: 0302-9743; 462 - 469
• Probabilistic Reachability Analysis of the Tap Withdrawal Circuit in Caenorhabditis elegans / A. Islam, Q. Wang, R. M. Hasani, O. Balún, E. Clarke, R. Grosu, S. Smolka / Talk: 18th IEEE International High-Level Design Validation and Test Workshop (HLDVT) 2016, Santa Cruz, California, U.S.A.; 2016-10-07 - 2016-10-08; in: "18th IEEE International High-Level Design Validation and Test Workshop", IEEE, (2016), ISSN: 2471-7827; 170 - 177
• Milling-Tool Wear-Condition Prediction with Statistic Analysis and Echo-State Networks / G. Wang, R. Grosu / Talk: S2M'16: the International Conference on Sustaniable Smart Manufacturing, Lisbon, Portugal; 2016-10-20 - 2016-10-22; in: "Proceedings of S2M'16, the International Conference on Sustaniable Smart Manufacturing", Taylor & Francis, (2016)
• A simulation framework for IEEE 1588 / W. Wallner, A. Wasicek, R. Grosu / Talk: 2016 IEEE International Symposium on Precision Clock Synchronization for Measurement, Control, and Communication, Stockholm, Sweden; 2016-09-04 - 2016-09-09; in: "Proceedings of IEEE International Symposium on Precision Clock Synchronization for Measurement, Control, and Communication", IEEE, (2016), ISSN: 1949-0313; 1 - 6
• Bifurcation Analysis of Cardiac Alternans using Delta-Decidability / A. Islam, G. Byrne, S. Kong, E. Clarke, R. Cleaveland, F. Fenton, R. Grosu, P. Jones, S. Smolka / Talk: CMSB 2016: 14th International Conference on Computational Methods in Systems Biology, Cambridge, UK; 2016-09-21 - 2016-09-23; in: "Proceedings of CMSB'16, the 14th International Conference on Computational Methods in Systems Biology", LNCS, Springer, Lecture Notes in Computer Science, Vol. 9859, Cambridge, UK (2016), ISBN: 978-3-319-45176-3; 132 - 146
• The HARMONIA project: Hardware Monitoring for Automotive Systems-of-Systems / T. Nguyen, E. Bartocci, D. Nickovic, R. Grosu, S. Jaksic, K. Selyunin / Talk: Leveraging Applications of Formal Methods, Verification and Validation: Foundational Techniques - 7th International Symposium, ISoLA 2016, Imperial, Corfu, Greece, October 10-14, 2016, Proceedings, Part I, Corfú, Greece (invited); 2016-10-10 - 2016-10-14; in: "Leveraging Applications of Formal Methods, Verification and Validation: Foundational Techniques - 7th International Symposium, ISoLA 2016, Imperial, Corfu, Greece, October 10-14, 2016, Proceedings, Part I", Springer International Publishing, 9952 (2016), ISBN: 978-3-319-47166-2; 371 - 379
• Discrete Abstraction of Multiaffine Systems / H. Kong, E. Bartocci, S. Bogomolov, R. Grosu, T. Henzinger, Y. Jiang, C. Schilling / Talk: Hybrid Systems Biology - 5th International Workshop, HSB 2016, Grenoble, France, October 20-21, 2016, Proceedings, Grenoble, France; 2016-10-20 - 2016-10-21; in: "Hybrid Systems Biology - 5th International Workshop, HSB 2016, Grenoble, France, October 20-21, 2016, Proceedings", Springer International Publishing, 9957 (2016), ISBN: 978-3-319-47151-8; 128 - 144
• Model Checking as Control: Feedback Control for Statistical Model Checking of Cyber-Physical Systems / K. Kalajdzic, C. Jegourel, A. Legay, E. Bartocci, A. Lukina, S. Smolka, R. Grosu / Talk: Leveraging Applications of Formal Methods, Verification and Validation: Foundational Techniques - 7th International Symposium, ISoLA 2016, Imperial, Corfu, Greece, October 10-14, 2016, Proceedings, Part I, Corfú, Greece; 2016-10-10 - 2016-10-14; in: "Leveraging Applications of Formal Methods, Verification and Validation: Foundational Techniques - 7th International Symposium, ISoLA 2016, Imperial, Corfu, Greece, October 10-14, 2016, Proceedings, Part I", Springer International Publishing, 9952 (2016), ISBN: 978-3-319-47166-2; 46 - 61
• Temporal Logic as Filtering / A. Rodionova, E. Bartocci, D. Nickovic, R. Grosu / Talk: Proceeding HSCC '16 - the 19th International Conference on Hybrid Systems: Computation and Control, Vienna; 2016-04-12 - 2016-04-14; in: "Proceeding HSCC '16 - Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control", ACM, (2016), ISBN: 978-1-4503-3955-1; 11 - 20
• Quantitative Monitoring of STL with Edit Distance / S. Jaksic, E. Bartocci, R. Grosu, D. Nickovic / Talk: 7th International Conference on Runtime Verification, Madrid; 2016-12-23 - 2016-12-30; in: "Runtime Verification - 16th International Conference, RV 2016, Madrid, Spain, September 23-30, 2016, Proceedings", Springer International Publishing, 10012 (2016), ISSN: 0302-9743; 201 - 218
• A heterogeneous time-triggered architecture on a hybrid system-on-a-chip platform / H. Isakovic, R. Grosu / Talk: 2016 IEEE 25th International Symposium on Industrial Electronics (ISIE), Santa Clara, CA, USA; 2016-06-08 - 2016-06-10; in: "IEEE 25th International Symposium on Industrial Electronics (ISIE)", IEEE, (2016), ISSN: 2163-5145; 244 - 253

2015

• Model-Order Reduction of Ion Channel Dynamics Using Approximate Bisimulation / I. Ariful, A. Murthy, E. Bartocci, E. Cherry, F. Fenton, J. Glimm, S. Smolka, R. Grosu / Theoretical Computer Science, 599 (2015), 34 - 46
• XSpeed: Accelerating Reachability Analysis on MultiCore Processors / R. Rajarshi, G. Amit, D. Binayak, E. Bartocci, S. Bogomolov, R. Grosu / Keynote Lecture: the 11th Haifa Verification Conference (HVC), Haifa, Israel; 2015-11-17 - 2015-11-19; in: "Proc. of HVC 2015: the 11th Haifa Verification Conference, Haifa, Israel, November, 2015", LNCS / Springer, 9434 (2015), ISBN: 978-3-319-26286-4; 3 - 18
• Neural Programming: Towards Adaptive Control in Cyber-Physical Systems / K. Selyunin, D. Ratasich, E. Bartocci, A. Islam, S. Smolka, R. Grosu / Talk: 54th IEEE Conference on Decision and Control, Osaka, Japan; 2015-12-15 - 2015-12-18; in: "Proc. of CDC 2015: the 54th IEEE Conference on Decision and Control", IEEE Computer Society, (2015), ISBN: 978-1-4799-7884-7; 6978 - 6985
• Computing Bisimulation Functions using SOS Optimisation and delta-decidability over the Reals / A. Murthy, A. Islam, S. Smolka, R. Grosu / Talk: 18th International Conference on Hybrid Systems: Computation and Control (HSCC), Seattle, USA; 2015-04-13 - 2015-04-15; in: "HSCC 2015", ACM, (2015), ISBN: 978-1-4503-3433-4; 78 - 87
• Collision Avoidance for Mobile Robots with Limited Sensing in Unknown Environments / D. Phan, J. Yang, D. Ratasich, R. Grosu, S. Smolka, S. Stoller / Talk: RV 2015, the 6th International Conference on Runtime Verification, Vienna; 2015-09-22 - 2015-09-25; in: "Runtime Verification, 6th International Conference (RV 2015)", Springer, 9333 (2015), ISBN: 978-3-319-23819-7; 201 - 215
• Generic Sensor Fusion Package for ROS / D. Ratasich, B. Frömel, O. Höftberger, R. Grosu / Talk: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hamburg; 2015-09-28 - 2015-10-02; in: "Intelligent Robots and Systems (IROS), 2015 IEEE/RSJ International Conference on", IEEE, (2015), 286 - 291
• From Signal Temporal Logic to FPGA Monitors / S. Jaksic, E. Bartocci, R. Grosu, R. Kloibhofer, T. Nguyen, D. Nickovic / Talk: 13th ACM-IEEE International Conference on Formal Methods and Models for System Design, Austin, TX, USA; 2015-09-21 - 2015-09-23; in: "Proc. of MEMOCODE 2015: the 13th ACM-IEEE International Conference on Formal Methods and Models for System Design", IEEE, (2015), 218 - 227
• Abstraction-based Parameter Synthesis for Multiaffine Systems / S. Bogomolov, C. Schilling, E. Bartocci, G. Batt, H. Kong, R. Grosu / Talk: the 11th Haifa Verification Conference (HVC), Haifa, Israel; 2015-11-17 - 2015-11-19; in: "Proc. of HVC 2015: the 11th Haifa Verification Conference", LNCS / Springer, 9434 (2015), ISBN: 978-3-319-26286-4; 19 - 35
• SpaTeL: A Novel Spatial-Temporal Logic and Its Applications to Networked Systems / I. Haghighi, A. Jones, J. Kong, E. Bartocci, R. Grosu, C. Belta / Talk: 18th International Conference on Hybrid Systems: Computation and Control (HSCC), Seattle, USA; 2015-04-13 - 2015-04-15; in: "Proc. of HSCC 2015: the 18th International Conference on Hybrid Systems: Computation and Control", ACM, (2015), ISBN: 978-1-4503-3433-4; 189 - 198

2014

• Cyber-Physical Systems: Theoretical and Practical Challenges / E. Bartocci, O. Höftberger, R. Grosu / ERCIM NEWS (invited), 2014 (2014), 97; 8 - 9
• Tracking Action Potentials of Nonlinear Excitable Cells using Model Predictive Control / I. Ariful, T. Deshpande, A. Murthy, E. Bartocci, S. Smolka, S. Stoller, R. Grosu / Talk: Sixth International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies (BIOTECHNO), Chamonix, France; 2014-04-20 - 2014-04-24; in: "Proc. of BIOTECHNO 2014: The Sixth International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies", IARIA, (2014), ISBN: 978-1-61208-335-3; 52 - 58
• Using Statistical Model Checking for Measuring Systems / R. Grosu, D. Peled, C. Ramakrishnan, S. Smolka, S. Stoller, J. Yang / Talk: 6th International Symposium On Leveraging Applications of Formal Methods, Verification and Validation (ISoLA 2014), Corfu; 2014-10-08 - 2014-10-11; in: "Proc. of ISoLA'14, the 6th International Symposium on Leveraging Applications of Formal Methods, Verification and Validation", (2014)
• Assume-Guarantee Abstraction-Refinement Meets Hybrid Systems / R. Grosu, S. Bogomolov, G. Frehse, M. Greitschus, C. Pasareanu, A. Podelski, T. Strump / Talk: Haifa Verification Conference HVC 2014, Haifa, Isral; 2014-11-18 - 2014-11-20; in: "Proc. of HVC'14, the Haifa Verification Conference", (2014)
• Compositionality Results for Cardiac Cell Dynamics / R. Grosu, A. Islam, A. Murthy, A. Girard, S. Smolka / Talk: HSCC'14, the 17th International Conference on Hybrid Systems: Computation and Conrol, Berlin; 2014-04-15 - 2014-04-17; in: "Proc. of HSCC'14, the 17th International Conference on Hybrid Systems: Computation and Control", (2014), ISBN: 978-1-4503-2732-9; 243 - 252

2013

• Curvature Analysis of Cardiac Excitation Wavefronts / A. Murthy, E. Bartocci, F. Fenton, J. Glimm, R. Gray, E. Cherry, S. Smolka, R. Grosu / IEEE/ACM Transactions on Computational Biology and Bioinformatics, 10 (2013), 2; 323 - 336
• Monitoring with uncertainty / E. Bartocci, R. Grosu / Keynote Lecture: HAS 2013, Rome, Italy (invited); 2013-03-17; in: "Proc. of HAS 2013: the Third International Workshop on Hybrid Autonomous Systems", Electronic Proceedings in Theoretical Computer Science, vol. 124 (2013), ISSN: 2075-2180; 4 pages
• Runtime Verification with Particle Filtering / K. Kalajdzic, E. Bartocci, S. Stoller, S. Smolka, R. Grosu / Talk: RV 2013, the Fourth International Conference on Runtime Verification, RENNES, France; 2013-09-24 - 2013-09-27; in: "Proc. of RV 2013, the Fourth International Conference on Runtime Verification", LNCS/Springer, 8174 (2013), ISBN: 978-3-642-40786-4; 149 - 166
• Abstraction-Based Guided Search for Hybrid Systems / S. Bogomolov, D. Donze, G. Frehse, R. Grosu, T. Johnson, H. Ladan, A. Podelski, M. Wehrle / Talk: International SPIN Symposium on Model Checking of Software (SPIN), Stony Brook, NY, USA; 2013-07-08 - 2013-07-09; in: "SPIN", LNCS, Springer, 7976 (2013), 117 - 134

2012

• InterAspect: aspect-oriented instrumentation with GCC / J. Seyster, K. Dixit, X. Huang, R. Grosu, K Havelund, S. Smolka, S. Stoller, E. Zadok / Formal Methods in System Design, 41 (2012), 3; 295 - 320
• Software monitoring with controllable overhead / X. Huang, J. Seyster, S. Callanan, K. Dixit, R. Grosu, S. Smolka, S. Stoller, E. Zadok / International Journal on Software Tools for Technology Transfer, 14 (2012), 3; 327 - 347
• Runtime Verification with State Estimation / S. Stoller, E. Bartocci, J. Seyster, R. Grosu, K Havelund, S. Smolka, E. Zadok / Talk: RV 2011: Proc. of the 2nd International Conference on Runtime Verification, San Francisco (CA), USA; 2011-09-27 - 2011-09-30; in: "RV 2011: Proc. of the 2nd International Conference on Runtime Verification", LNCS / Springer Berlin Heidelberg, vol. 7186 (2012), ISBN: 978-3-642-29859-2; 193 - 207
• Approximate Bisimulations for Sodium Channel Dynamics / A. Murthy, I. Ariful, E. Bartocci, E. Cherry, F. Fenton, J. Glimm, S. Smolka, R. Grosu / Talk: The 10th ACM International Conference on Computational Methods in Systems Biology (CMSB 2012), London, UK; 2012-10-03 - 2012-10-05; in: "Proc. of CMSB 2012: the 10th ACM International Conference on Computational Methods in Systems Biology", LNCS / Springer, vol. 7605 (2012), ISBN: 978-3-642-33635-5; 267 - 287
• On Temporal Logic and Signal Processing / D. Donze, O. Maler, E. Bartocci, D. Nickovic, R. Grosu, S. Smolka / Talk: Automated Technology for Verification and Analysis (ATVA), Thiruvananthapuram, India; 2012-10-03 - 2012-10-06; in: "Proceedings of ATVA 2012, the 10th International Symposium on Automated Technology for Verification and Analysis", LNCS/Springer, vol. 7561 (2012), ISBN: 978-3-642-33385-9; 92 - 106
• Adaptive Runtime Verification / E. Bartocci, R. Grosu, A. Karmarkar, S. Smolka, S. Stoller, J. Seyster / Talk: RV 2012: the 3rd International Conference on Runtime Verification, Istanbul; 2012-09-25 - 2012-09-28; in: "Proc. of RV 2012: the 3rd International Conference on Runtime Verification", LNCS / Springer, vol. 7687 (2012), ISSN: 0302-9743; 168 - 182
• A Box-Based Distance between Regions for Guiding the Reachability Analysis of SpaceEx / S. Bogomolov, G. Frehse, R. Grosu, H. Ladan, A. Podelski / Talk: CAV'12, the 24th International Conference on Computer Aided Verification, Berkeley, California, USA; 2012-07-07 - 2012-07-13; in: "Proceedings of CAV'12, the 24th International Conference on Computer Aided Verification", LNCS / Springer, 7358 (2012), ISBN: 978-3-642-31423-0; 479 - 494

2011

• Curvature analysis of cardiac excitation wavefronts / A. Murthy, E. Bartocci, F. Fenton, J. Glimm, R. Gray, S. Smolka, R. Grosu / Poster: CMSB 2011: the 9th ACM International Conference on Computational Methods in Systems Biology, Paris, France; 2011-09-21 - 2011-09-23; in: "Proc. of CMSB 2011: the 9th ACM International Conference on Computational Methods in Systems Biology", ACM, (2011), ISBN: 978-1-4503-0817-5; 103 - 112
• Model Repair for Probabilistic Systems / E. Bartocci, R. Grosu, P. Katsaros, C. Ramakrishnan, S. Smolka / Talk: 17th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS), Saarbrücken, Germany; 2011-03-26 - 2011-04-03; in: "Proc. of 17th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS)", LNCS / Springer, vol. 6605 (2011), ISBN: 978-3-642-19834-2; 326 - 340
• Toward real-time simulation of cardiac dynamics / E. Bartocci, E. Cherry, J. Glimm, R. Grosu, S. Smolka / Talk: CMSB 2011: the 9th ACM International Conference on Computational Methods in Systems Biology, Paris, France; 2011-09-21 - 2011-09-23; in: "Proc. of CMSB 2011: the 9th ACM International Conference on Computational Methods in Systems Biology", ACM, (2011), ISBN: 978-1-4503-0817-5; 103 - 112
• From Cardiac Cells to Genetic Regulatory Network / R. Grosu, G. Batt, F. Fenton, J. Glimm, C. Le Guernic, S. Smolka, E. Bartocci / Talk: CAV 2011: the 23rd International Conference on Computer Aided Verification, Snowbird, UT, USA; 2011-07-14 - 2011-07-20; in: "CAV 2011: the 23rd International Conference on Computer Aided Verification", LNCS / Springer, vol. 6806 (2011), ISSN: 0302-9743; 396 - 411

• Towards Distributed Controllers Based on Caenorhabditis elegans Locomotory Neural Network / Master Thesis by O. Balún / Supervisor: R. Grosu, R. M. Hasani; Institut für Technische Informatik, 2016; final examination: 2016-12-22
• Development of an Advanced Protection Concept for Automotive Wire Harnesses / Master Thesis by C. Gabriel / Supervisor: R. Grosu, H.-P. Kreuter, D. Ratasich, O. Höftberger; Institut für Technische Informatik, 2016; final examination: 2016-10-04
• Generic Low-Level Sensor Fusion Framework for Cyber-Physical Systems / Master Thesis by D. Ratasich / Supervisor: R. Grosu, O. Höftberger; Institut für Technische Informatik, 2014; final examination: 2014-04-29
• Intercommunication framework for autonomous real-time systems / Master Thesis by D. Macher / Supervisor: R. Grosu, O. Höftberger; Institut für Technische Informatik, 2014; final examination: 2014-04-29
• Integrating probabilistic information of dynamic environment into maps for enhanced action planning / Master Thesis by S. Brugger / Supervisor: R. Grosu, O. Höftberger; Institut für Technische Informatik, 2014; final examination: 2014-03-26