Publications

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A
Adversarial Training is Not Ready for Robot Learning, Lechner, Mathias, Hasani Ramin, Grosu Radu, Rus Daniela, and Henzinger Thomas A. , (2021)
Automated Specification Extraction and Analysis with Specstractor, Schulze, Christoph, Cleaveland Rance, and Lindvall Mikael , Software Engineering and Formal Methods - 16th International Conference, {SEFM} 2018, Held as Part of {STAF} 2018, Toulouse, France, June 27-29, 2018, Proceedings, (2018)
Automated Synthesis of Safe Digital Controllers for Sampled-Data Stochastic Nonlinear Systems, Shmarov, F., Soudjani S., Paoletti N., Bartocci E., Lin S., Smolka S. A., and Zuliani P. , IEEE Access, (2020)
B
Bifurcation Analysis of Cardiac Alternans Using δ -Decidability., Islam, Md. Ariful, Byrne Greg, Kong Soonho, Clarke Edmund M., Cleaveland Rance, Fenton Flavio H., Grosu Radu, Jones Paul L., and Smolka Scott A. , CMSB, (2016)  (795.28 KB)
C
Controllability of voltage- and calcium-driven cardiac alternans in a map model, LM, Munoz, MO Ampofo, and EM Cherry , Chaos, (2021)
Cybercardia project: Modeling, verification and validation of implantable cardiac devices, Islam, Md Ariful, Lim Hyunkyung, Paoletti Nicola, Abbas Houssam, Jiang Zhihao, Cyranka Jacek, Cleaveland Rance, Gao Sicun, Clarke Edmund, Grosu Radu, et al. , 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), (2016)
D
Data assimilation for cardiac electrical dynamics, Cherry, E. M., Cairns D. I., Holt N., LaVigne N. S., Fenton F. H., and Hoffman M. J. , Proceedings of the 5th {International} {Conference} on {Computational} and {Mathematical} {Biomedical} {Engineering}, Pittsburgh, PA, (2017)
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 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 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)
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)
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)
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)
Discordant Alternans as a Mechanism for Initiation of Ventricular Fibrillation In Vitro, Munoz, Laura, Gelzer Anna R. M., Fenton Flavio, Qian Wei, Lin WeiYe, Gilmour Robert F., and Otani Niels F. , Journal of the American Heart Association, 09, Volume 7, (2018)  (4.08 MB)
Dynamic Network Model from Partial Observations, K., Elahe Ghalebi, Mirzasoleiman Baharan, Grosu Radu, and Leskovec Jure , CoRR, Volume abs/1805.10616, (2018)  (476.08 KB)
E
Effects of model error on cardiac electrical wave state reconstruction using data assimilation, LaVigne, Nicholas S., Holt Nathan, Hoffman Matthew J., and Cherry Elizabeth M. , Chaos: An Interdisciplinary Journal of Nonlinear Science, Volume 27, p.093911, (2017)
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)
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)
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)
F
From Automated MRI Scan to Finite Elements, Glimm, James, Lim Hyunkyung, Bishop Martin, and Kim Soojin , p.35-48, (2019)  (647.88 KB)
G
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)
H
High-level modeling for computer-aided clinical trials of medical devices, Abbas, Houssam, Jiang Zhihao, Jang Kuk Jin, Beccani Marco, Liangy Jackson, and Mangharam Rahul , High Level Design Validation and Test Workshop (HLDVT), 2016 IEEE International, (2016)  (4.01 MB)
I
In-silico pre-clinical trials for implantable cardioverter defibrillators, Jiang, Zhihao, Abbas Houssam, Jang Kuk Jin, Beccani Marco, Liang Jackson, Dixit Sanjay, and Mangharam Rahul , Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, (2016)  (4.99 MB)
L
Lagrangian Reachtubes: The Next Generation, Gruenbacher, Sophie, Cyranka Jacek, Lechner Mathias, Islam Md. Ariful, Smolka Scott A., and Grosu Radu , (2020)
Liquid Time-constant Networks, Hasani, Ramin, Lechner Mathias, Amini Alexander, Rus Daniela, and Grosu Radu , (2020)

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