Publications

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M
Mechanism for amplitude alternans in electrocardiograms and the initiation of spatiotemporal chaos, Chen, Diandian Diana, Gray Richard A., Uzelac Ilija, Herndon Conner, and Fenton Flavio H. , Physical Review Letters, Volume 118, p.168101, (2017)
A Menagerie of Timed Automata (vol 50, 42, 2017), Keiren, Jeroen J. A., Fontana Peter, and Cleaveland Rance , ACM COMPUTING SURVEYS, Volume 50, (2017)
Model-Checking Support for File System Development, Su, W., Liu Y., Ganesan G., Holzmann G., Kuenning G., Smolka S. A., and Zadok E. , Proceeding of HotStorage ’21, the 13th ACM Workshop on Hot Topics in Storage and File Systems, 07/2021, (2021)
Modeling bipolar stimulation of cardiac tissue, Galappaththige, Suran K., Gray Richard A., and Roth Bradley J. , Chaos: An Interdisciplinary Journal of Nonlinear Science, Volume 27, p.093920, (2017)
Model-Order Reduction of Ion Channel Dynamics Using Approximate Bisimulation, Islam, Md. A., Murthy A., Bartocci E., Cherry E. M., Fenton F. H., Glimm J., Smolka S. A., and Grosu R. , Theoretical Computer Science, 09/2015, Volume 599C, (2015)
MPC-guided Imitation Learning of Bayesian Neural Network Policies for the Artificial Pancreas, Chen, H., Paoletti N., Smolka S. A., and Lin S. , Proceedings of CDC 2021, the 60th IEEE Conference on Decision and Control, 12/2021, (2021)
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A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits, Hasani, Ramin, Lechner Mathias, Amini Alexander, Rus Daniela, and Grosu Radu , Proceedings of the 37th International Conference on Machine Learning, 13–18 Jul, (2020)
A Network-based Cardiac Electrophysiology Simulator with Realistic Signal Generation and Response to Pacing Maneuvers, Iravanian, Shahriar, Uzelac Ilija, Kaboudian Abouzar, Langberg Jonathan, and Fenton Flavio , Computing in Cardiology, (2021)
Neural Flocking: MPC-based Supervised Learning of Flocking Controllers, Roy, Shouvik, Mehmood Usama, Grosu Radu, Smolka Scott A., Stoller Scott D., and Tiwari Ashish , (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 Simplex Architecture, Phan, Dung T., Grosu Radu, Jansen Nils, Paoletti Nicola, Smolka Scott A., and Stoller Scott D. , (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)
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)
A novel ICD morphology discriminator to improve discrimination between Ventricular and Supraventricular tachycardias, Abbas, H., Jang K.J., Liang J., Dixit S., and Mangharam R. , In Heart Rhythm Scientific Sessions, Chicago, 05/2017, (2017)  (77.23 KB)
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Opacity for switched linear systems: Notions and characterization, Ramasubramanian, B., Cleaveland R., and Marcus S. I. , 2017 IEEE 56th Annual Conference on Decision and Control (CDC), Dec, (2017)  (512.18 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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