Publications

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V
Verification of Neural ODEs with Stochastic Guarantees, Gruenbacher, S., Cyranka J., Lechner M., Smolka S. A., and Grosu R. , Proceedings of AAAI-21, 35th AAAI Conference on Artificial Intelligence, 02/2021, (2021)
On The Verification of Neural ODEs with Stochastic Guarantees, Gruenbacher, Sophie, Hasani Ramin, Lechner Mathias, Cyranka Jacek, Smolka Scott A., and Grosu Radu , (2020)
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System design of stochastic models using robustness of temporal properties, Bartocci, Ezio, Bortolussi Luca, Nenzi Laura, and Sanguinetti Guido , Theoretical Computer Science, Volume 587, p.3 - 25, (2015)  (1.57 MB)
Swarm Model Checking on the GPU, DeFrancisco, R., Cho S., Ferdman M., and Smolka S. A. , International Journal on Software Tools for Technology Transfer, (2020)
SMT-based Synthesis of Safe and Robust PID Controllers for Stochastic Hybrid Systems, Shmarov, Fedor, Paoletti Nicola, Bartocci Ezio, Lin Shan, Smolka Scott, and Zuliani Paolo , Haifa Verification Conference, to appear, (2017)
SMT-based Synthesis of Safe and Robust PID Controllers for Stochastic Hybrid Systems, Shmarov, Fedor, Paoletti Nicola, Bartocci Ezio, Lin Shan, Smolka Scott, and Zuliani Paolo , Haifa Verification Conference, to appear, (2017)
Single-variable delay-differential equation approximations of the Fitzhugh-Nagumo and Hodgkin-Huxley models, Rameh, Raffael Bechara, CHERRY ELIZABETH M., and Santos Rodrigo Weber dos , Communications in Nonlinear Science and Numerical Simulation, Volume 82, p.105066, (2020)
Simultaneous Quantification of Spatially Discordant Alternans in Voltage and Intracellular Calcium in Langendorff-Perfused Rabbit Hearts and Inconsistencies with Models of Cardiac Action Potentials and Ca Transients, Uzelac, Ilija, Ji Yanyan C., Hornung Daniel, Schröder-Scheteling Johannes, Luther Stefan, Gray Richard A., CHERRY ELIZABETH M., and FENTON FLAVIO H. , Frontiers in Physiology, Volume 8, (2017)
Safe CPS from Unsafe Controllers, Mehmood, U., Bak S., Smolka S. A., and Stoller S. D. , Proceedings of CAADSPC 2001, the 2021 CPS-IoT Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems, 06/2021, (2021)
Safe CPS from Unsafe Controllers, Mehmood, U., Bak S., Smolka S. A., and Stoller S. D. , Proceedings of CAADSPC 2001, the 2021 CPS-IoT Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems, 06/2021, (2021)
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Quantitative Regular Expressions for Arrhythmia Detection Algorithms, Abbas, Houssam, Rodionova Alena, Bartocci Ezio, Smolka Scott A., and Grosu Radu , International Conference on Computational Methods in Systems Biology, 09/2017, Darmstadt, Germany , (2017)  (1.06 MB)
Quantifying arrhythmic long QT effects of hydroxychloroquine and azithromycin with whole-heart optical mapping and simulations, Uzelac, Ilija, Kaboudian Abouzar, Iravanian Shahriar, Siles-Paredes Jimena G., Gumbart James C., Ashikaga Hiroshi, Bhatia Neal, Gilmour, Jr Robert F., Cherry Elizabeth M., and Fenton Flavio H. , Heart Rhythm O2, 08/2021, Volume 2, Issue 4, (2021)
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Process Algebra and Model Checking, Cleaveland, Rance, Roscoe A. W., and Smolka Scott A. , Handbook of Model Checking., p.1149–1195, (2018)
Probabilistic reachability for multi-parameter bifurcation analysis of cardiac alternans, Islam, Md Ariful, Cleaveland Rance, Fenton Flavio H., Grosu Radu, Jones Paul L., and Smolka Scott A. , Theoretical Computer Science, Volume 765, p.158–169, (2019)
Probabilistic reachability for multi-parameter bifurcation analysis of cardiac alternans, Islam, Md. Ariful, Cleaveland Rance, FENTON FLAVIO H., Grosu Radu, Jones Paul L., and Smolka Scott A. , Theoretical Computer Science, 02/2018, (2018)  (1.99 MB)
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An Optimization-Based Algorithm for the Construction of Cardiac Purkinje Network Models, Ulysses, Jesuliana N., Berg Lucas A., CHERRY ELIZABETH M., Liu Ben R., Santos Rodrigo W. dos, de Barros Bruno G., Rocha Bernardo M., and de Queiroz Rafael A. B. , IEEE Transactions on Biomedical Engineering, Volume 65, p.2760–2768, (2018)
OpenUAV: A UAV Testbed for the CPS and Robotics Community, Schmittle, Matt, Lukina Anna, Vacek Lukas, Das Jnaneshwar, Buskirk Christopher P., Rees Stephen, Sztipanovits Janos, Grosu Radu, and Kumar Vijay , Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, Piscataway, NJ, USA, (2018)  (825.63 KB)
OpenUAV: A UAV Testbed for the CPS and Robotics Community, Schmittle, Matt, Lukina Anna, Vacek Lukas, Das Jnaneshwar, Buskirk Christopher P., Rees Stephen, Sztipanovits Janos, Grosu Radu, and Kumar Vijay , Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, Piscataway, NJ, USA, (2018)  (825.63 KB)
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Next-Generation Lagrangian Reachtubes, Gruenbacher, S., Cyranka J., Lechner M., Islam Md. A., Smolka S. A., and Grosu R. , Proceedings of CDC 2020, 59th IEEE Conference on Decision and Control, 12/2020, (2020)
Neural State Classification for Hybrid Systems, Phan, Dung, Paoletti Nicola, Zhang Timothy, Grosu Radu, Smolka Scott A., and Stoller Scott D. , Proc.\ 16th International Symposium on Automated Technology for Verification and Analysis (ATVA 2018), (2018)  (528.72 KB)
Neural State Classification for Hybrid Systems, Phan, Dung, Paoletti Nicola, Zhang Timothy, Grosu Radu, Smolka Scott A., and Stoller Scott D. , Proc.\ 16th International Symposium on Automated Technology for Verification and Analysis (ATVA 2018), (2018)  (528.72 KB)
Neural Simplex Architecture, Phan, Dung T., Grosu Radu, Jansen Nils, Paoletti Nicola, Smolka Scott A., and Stoller Scott D. , (2020)
Neural Simplex Architecture, Phan, Dung T., Grosu Radu, Jansen Nils, Paoletti Nicola, Smolka Scott A., and Stoller Scott D. , (2020)
Neural Predictive Monitoring and a Comparison of Frequentist and Bayesian Approaches, Bortolussi, L., Cairoli F., Paoletti N., Smolka S. A., and Stoller S. D. , International Journal on Software Tools for Technology Transfer, 05/2021, (2021)
Neural Predictive Monitoring and a Comparison of Frequentist and Bayesian Approaches, Bortolussi, L., Cairoli F., Paoletti N., Smolka S. A., and Stoller S. D. , International Journal on Software Tools for Technology Transfer, 05/2021, (2021)

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