Publications

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On The Verification of Neural ODEs with Stochastic Guarantees, Gruenbacher, Sophie, Hasani Ramin, Lechner Mathias, Cyranka Jacek, Smolka Scott A., and Grosu Radu , (2020)
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)
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Unsupervised Wafermap Patterns Clustering via Variational Autoencoders, Tulala, Peter, Mahyar Hamidreza, Ghalebi Elahe, and Grosu Radu , 2018 International Joint Conference on Neural Networks (IJCNN), 07/2018, Rio, Brasil, (2018)  (2.14 MB)
UML-VT: A Formal Verification Environment for UML Activity Diagrams., Daw, Zamira, Mangino John, and Cleaveland Rance , P&D@ MoDELS, (2015)
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Towards Model Checking of Implantable Cardioverter Defibrillators, Abbas, Houssam, Jiang Kuk Jin, Jiang Zhihao, and Mangharam Rahul , Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control, New York, NY, USA, (2016)  (1.87 MB)
Towards Automated Comprehension and Alignment of Cardiac Models at the System Invariant Level, Huang, Samuel, Diep Madeline, Jang Kuk, Cherry Elizabeth M., Fenton Flavio H., Cleaveland Rance, Lindvall Mikael, Mangharam Rahul, and Porter Adam , CSBio'20: Proceedings of the Eleventh International Conference on Computational Systems-Biology and Bioinformatics, (2020)
Timed Automata Benchmark Description, Fontana, Peter, and Cleaveland Rance , arXiv preprint arXiv:2005.13151, (2020)
Terminating spiral waves with a single designed stimulus: Teleportation as the mechanism for defibrillation, DeTal, Noah, Kaboudian Abouzar, and Fenton Flavio , arXiv preprint arXiv:2109.10850, 09/2021, (2021)
Temporal-logic query checking over finite data streams, Huang, Samuel, and Cleaveland Rance , International Conference on Formal Methods for Industrial Critical Systems, (2020)
A tableau construction for finite linear-time temporal logic, Huang, Samuel, and Cleaveland Rance , arXiv preprint arXiv:1910.09339, (2019)
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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)
Spatiotemporal correlation uncovers characteristic lengths in cardiac tissue, Loppini, Alessandro, Gizzi Alessio, Cherubini Christian, CHERRY ELIZABETH M., FENTON FLAVIO H., and Filippi Simonetta , Physical Review E, Volume 100, (2019)
SpaTeL: A Novel Spatial-temporal Logic and Its Applications to Networked Systems, Haghighi, Iman, Jones Austin, Kong Zhaodan, Bartocci Ezio, Grosu Radu, and Belta Calin , Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, New York, NY, USA, (2015)  (679.39 KB)
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)
Simulating waves, chaos and synchronization with a microcontroller, Welsh, Andrea J., Delgado Cristian, Lee-Trimble Casey, Kaboudian Abouzar, and Fenton Flavio H. , Chaos: An Interdisciplinary Journal of Nonlinear Science, 12/2019, Volume 29, Issue 12, (2019)
SHARP BOUNDARY ELECTROCARDIAC SIMULATIONS, XUE, SHUAI, LIM HYUNKYUNG, GLIMM JAMES, FENTON FLAVIO H., and CHERRY ELIZABETH M. , Stony Brook, (2016)  (725.88 KB)
Security assurance cases for medical cyber–physical systems, Ray, Arnab, and Cleaveland Rance , IEEE Design & Test, Volume 32, p.56–65, (2015)
Scott Smolka and Me, Cleaveland, Rance , From Reactive Systems to Cyber-Physical Systems, p.1–6, (2019)
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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The role of conductivity discontinuities in design of cardiac defibrillation, Lim, Hyunkyung, Cun Wenjing, Wang Yue, Gray Richard A., and Glimm James , Chaos: An Interdisciplinary Journal of Nonlinear Science, Volume 28, p.013106, (2018)  (3 MB) (552.91 KB)
The role of conductivity discontinuities in design of cardiac de brillation, LIM, HYUNKYUNG, Cun Wenjing, Gray Richard A., and GLIMM JAMES , (2017)  (1.36 MB) (552.91 KB) (2.25 MB)
Real-time interactive simulations of large-scale systems on personal computers and cell phones: Toward patient-specific heart modeling and other applications, Kaboudian, Abouzar, CHERRY ELIZABETH M., and FENTON FLAVIO H. , Science Advances, Volume 5, p.eaav6019, (2019)

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