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)
Neural Simplex Architecture, Phan, Dung T., Grosu Radu, Jansen Nils, Paoletti Nicola, Smolka Scott A., and Stoller Scott D. , (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)
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)
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)
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)
Journal Article
System design of stochastic models using robustness of temporal properties, Bartocci, Ezio, Bortolussi Luca, Nenzi Laura, and Sanguinetti Guido , Theoretical Computer Science, Volume 587, p.3 - 25, (2015)  (1.57 MB)
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)
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)
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)
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)
An Optimization-Based Algorithm for the Construction of Cardiac Purkinje Network Models, Ulysses, Jesuliana N., Berg Lucas A., CHERRY ELIZABETH M., Liu Ben R., Santos Rodrigo W. dos, de Barros Bruno G., Rocha Bernardo M., and de Queiroz Rafael A. B. , IEEE Transactions on Biomedical Engineering, Volume 65, p.2760–2768, (2018)
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 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)
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)
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)
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)
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)

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