Publications

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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 Flocking: MPC-based Supervised Learning of Flocking Controllers, Roy, Shouvik, Mehmood Usama, Grosu Radu, Smolka Scott A., Stoller Scott D., and Tiwari Ashish , (2020)
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)
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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)
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-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)
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)
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Learning Distributed Controllers for V-Formation, Roy, Shouvik, Mehmood Usama, Grosu Radu, Smolka Scott A., Stoller Scott D., and Tiwari Ashish , (2020)
Learning Distributed Controllers for V-Formation, Roy, Shouvik, Mehmood Usama, Grosu Radu, Smolka Scott A., Stoller Scott D., and Tiwari Ashish , (2020)
Lagrangian Reachtubes: The Next Generation, Gruenbacher, Sophie, Cyranka Jacek, Lechner Mathias, Islam Md. Ariful, Smolka Scott A., and Grosu Radu , (2020)
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)
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Improving Invariant Mining via Static Analysis, Schulze, Christoph, and Cleaveland Rance , ACM Trans. Embed. Comput. Syst., Volume 16, p.167:1–167:20, (2017)  (566.5 KB)
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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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Experience Report: Model-Based Test Automation of a Concurrent Flight Software Bus, Ganesan, D., Lindvall M., Hafsteinsson S., Cleaveland R., Strege S. L., and Moleski W. , 2016 IEEE 27th International Symposium on Software Reliability Engineering (ISSRE), Oct, (2016)  (976.61 KB)
Estimability Analysis and Optimal Design in Dynamic Multi-scale Models of Cardiac Electrophysiology, Shotwell, Matthew S., and Gray Richard A. , Journal of Agricultural, Biological, and Environmental Statistics, p.1–16, (2016)
Electromechanical vortex filaments during cardiac fibrillation, Christoph, Jan, Chebbok M., Richter Carl, Schröder-Schetelig Johannes, Bittihn Philip, Stein Seth, Uzelac Ilija, FENTON FLAVIO H., Hasenfuss Gerd, Gilmour Robert F., et al. , Nature, Volume 555, p.667+, (2018)  (11.33 MB)
Electromechanical vortex filaments during cardiac fibrillation, Christoph, Jan, Chebbok M., Richter Carl, Schröder-Schetelig Johannes, Bittihn Philip, Stein Seth, Uzelac Ilija, FENTON FLAVIO H., Hasenfuss Gerd, Gilmour Robert F., et al. , Nature, Volume 555, p.667+, (2018)  (11.33 MB)
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A Distributed Simplex Architecture for Multi-Agent Systems, Mehmood, U., Stoller S. D., Grosu R., Roy S., Damare A., and Smolka S. D. , Proceedings of SETTA 2021, Symposium on Dependable Software Engineering, 11/2021, (2021)
A Distributed Simplex Architecture for Multi-Agent Systems, Mehmood, U., Stoller S. D., Grosu R., Roy S., Damare A., and Smolka S. D. , Proceedings of SETTA 2021, Symposium on Dependable Software Engineering, 11/2021, (2021)
Distributed Control for Flocking Maneuvers via Acceleration-Weighted Neighborhooding, Roy, S., Mehmood U., Grosu R., Smolka S. A., Stoller S. D., and Tiwari A. , Proceedings of ACC 2021, The 2021 American Control Conference, 06/2021, (2021)
Distributed Control for Flocking Maneuvers via Acceleration-Weighted Neighborhooding, Roy, S., Mehmood U., Grosu R., Smolka S. A., Stoller S. D., and Tiwari A. , Proceedings of ACC 2021, The 2021 American Control Conference, 06/2021, (2021)
Delay differential equation-based models of cardiac tissue: Efficient implementation and effects on spiral-wave dynamics, Gomes, Johnny Moreira, Lobosco Marcelo, Santos Rodrigo Weber dos, and CHERRY ELIZABETH M. , Chaos: An Interdisciplinary Journal of Nonlinear Science, Volume 29, p.123128, (2019)
Declarative vs Rule-based Control for Flocking Dynamics, Mehmood, Usama, Paoletti Nicola, Phan Dung, Grosu Radu, Lin Shan, Stoller Scott D., Tiwari Ashish, Yang Junxing, and Smolka Scott A. , Proceedings of the 33rd Annual ACM Symposium on Applied Computing, New York, NY, USA, (2018)  (904.24 KB)
Declarative vs Rule-based Control for Flocking Dynamics, Mehmood, Usama, Paoletti Nicola, Phan Dung, Grosu Radu, Lin Shan, Stoller Scott D., Tiwari Ashish, Yang Junxing, and Smolka Scott A. , Proceedings of the 33rd Annual ACM Symposium on Applied Computing, New York, NY, USA, (2018)  (904.24 KB)
Data-Driven Robust Control for Type 1 Diabetes Under Meal and Exercise Uncertainties, Paoletti, Nicola, Liu Kin Sum, Smolka Scott A., and Lin Shan , Computational Methods in Systems Biology, (2017)

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