Publications

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Miscellaneous
On The Verification of Neural ODEs with Stochastic Guarantees, Gruenbacher, Sophie, Hasani Ramin, Lechner Mathias, Cyranka Jacek, Smolka Scott A., and Grosu Radu , (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)
Neural Simplex Architecture, Phan, Dung T., Grosu Radu, Jansen Nils, Paoletti Nicola, Smolka Scott A., and Stoller Scott D. , (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)
Liquid Time-constant Networks, Hasani, Ramin, Lechner Mathias, Amini Alexander, Rus Daniela, 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)
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)
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)
Adversarial Training is Not Ready for Robot Learning, Lechner, Mathias, Hasani Ramin, Grosu Radu, Rus Daniela, and Henzinger Thomas A. , (2021)
Journal Article
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)
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)
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 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)
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)
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)
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)
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)
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)
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)
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)

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