Publications

Export 110 results:
Author Title Type [ Year(Desc)]
2020
Better Automata through Process Algebra, Cleaveland, Rance , arXiv preprint arXiv:2002.07562, (2020)
Data-Driven Robust Control for a Closed-Loop Artificial Pancreas, Paoletti, N., Liu K. S., Chen H., Smolka S. A., and Lin S. , IEEE/ACM Transactions on Computational Biology and Bioinformatics, 11/2020, Volume 17, Issue 6, (2020)
Data-Driven Uncertainty Quantification for Cardiac Electrophysiological Models: Impact of Physiological Variability on Action Potential and Spiral Wave Dynamics, Pathmanathan, Pras, Galappaththige Suran K., Cordeiro Jonathan M., Kaboudian Abouzar, Fenton Flavio H., and Gray Richard A. , Frontiers in physiology, 11/2020, Volume 11, (2020)
Excitable dynamics in neural and cardiac systems, Barrio, Roberto, Coombes Stephen, Desroches Mathieu, Fenton Flavio, Luther Stefan, and Pueyo Esther , Communications in Nonlinear Science and Numerical Simulation, 07/2020, Volume 86, (2020)
Fatal arrhythmias: another reason why doctors remain cautious about chloroquine/hydroxychloroquine for treating COVID-19, Uzelac, Ilija, Iravanian Shahriar, Ashikaga Hiroshi, Bhatia Neal K., Herndon Conner, Kaboudian Abouzar, Gumbart James C., Cherry Elizabeth M., and Fenton Flavio H. , Heart Rhythm, 09/2020, Volume 17, Issue 9, (2020)
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)
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)
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)
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)
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)
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)
Temporal-logic query checking over finite data streams, Huang, Samuel, and Cleaveland Rance , International Conference on Formal Methods for Industrial Critical Systems, (2020)
Timed Automata Benchmark Description, Fontana, Peter, and Cleaveland Rance , arXiv preprint arXiv:2005.13151, (2020)
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)
On The Verification of Neural ODEs with Stochastic Guarantees, Gruenbacher, Sophie, Hasani Ramin, Lechner Mathias, Cyranka Jacek, Smolka Scott A., and Grosu Radu , (2020)
2021
Adversarial Training is Not Ready for Robot Learning, Lechner, Mathias, Hasani Ramin, Grosu Radu, Rus Daniela, and Henzinger Thomas A. , (2021)
Collision-Free 3D Flocking Using the Distributed Simplex Architecture, Mehmood, U., Grosu R., Smolka S. A., and Stoller S. D. , Proceedings of ISoLA Extra in Rhodes, 10/2021, (2021)
Control and anticontrol of chaos in fractional-order models of Diabetes, HIV, Dengue, Migraine, Parkinson's and Ebola virus diseases, Borah, Manashita, Das Debanita, Gayan Antara, Fenton Flavio, and Cherry Elizabeth , Chaos, Solitons & Fractals, 12/2021, Volume 153, (2021)
Controllability of voltage- and calcium-driven cardiac alternans in a map model, LM, Munoz, MO Ampofo, and EM Cherry , Chaos, (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)
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)

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