Publications

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From Reactive Systems to Cyber-physical Systems: Essays Dedicated to Scott A. Smolka on the Occasion of His 65th Birthday, Bartocci, Ezio, Cleaveland Rance, Grosu Radu, and Sokolsky Oleg , (2019)
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Gershgorin Loss Stabilizes the Recurrent Neural Network Compartment of an End-to-end Robot Learning Scheme, Lechner, Mathias, Hasani Ramin, Rus Daniela, and Grosu Radu , 2020 IEEE International Conference on Robotics and Automation (ICRA), (2020)
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Lagrangian Reachabililty, Cyranka, Jacek, Islam Md. Ariful, Byrne Greg, Jones Paul L., Smolka Scott A., and Grosu Radu , Computer Aided Verification - 29th International Conference, {CAV} 2017 Proceedings, Part {I}, (2017)
Lagrangian Reachtubes: The Next Generation, Gruenbacher, Sophie, Cyranka Jacek, Lechner Mathias, Islam Md. Ariful, Smolka Scott A., and Grosu Radu , (2020)
Lagrangian Reachtubes: The Next Generation, Gruenbacher, Sophie, Cyranka Jacek, Lechner Mathias, Islam Md. Ariful, Smolka Scott A., and Grosu Radu , (2020)
Learning Distributed Controllers for V-Formation, Roy, Shouvik, Mehmood Usama, Grosu Radu, Smolka Scott A., Stoller Scott D., and Tiwari Ashish , (2020)
Liquid Time-constant Networks, Hasani, Ramin, Lechner Mathias, Amini Alexander, Rus Daniela, and Grosu Radu , (2020)
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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)
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)
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)
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)
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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)
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 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)
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)
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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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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)
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)
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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)
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)
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)

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