| Prediction of chaotic time series using recurrent neural networks and reservoir computing techniques: A comparative study S Shahi, FH Fenton, EM Cherry Machine learning with applications 8, 100300, 2022 | 72 | 2022 |
| Long-Time Prediction of Arrhythmic Cardiac Action Potentials Using Recurrent Neural Networks and Reservoir Computing S Shahi, CD Marcotte, CJ Herndon, FH Fenton, Y Shiferaw, E Cherry Frontiers in Physiology 12, 1585, 2021 | 16 | 2021 |
| A machine-learning approach for long-term prediction of experimental cardiac action potential time series using an autoencoder and echo state networks S Shahi, FH Fenton, EM Cherry Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (6), 2022 | 15 | 2022 |
| Uncertainty in boundary conditions—an interval finite element approach RL Muhanna, S Shahi Decision Making under Constraints, 157-167, 2020 | 8 | 2020 |
| A comparative study of transversely isotropic material models for prediction of mechanical behavior of the aortic valve leaflet S Shahi, S Mohammadi International Journal of Research in engineering and Technology 2 (4), 192-196, 2013 | 3 | 2013 |
| A multiscale finite element simulation of human aortic heart valve S Shahi, S Mohammadi Applied Mechanics and Materials 367, 275-279, 2013 | 2 | 2013 |
| Robust Reservoir Computing Approaches for Predicting Cardiac Electrical Dynamics S Shahi Georgia Institute of Technology, 2022 | 1 | 2022 |
| PO-01-211 LONG-TIME MACHINE-LEARNING PREDICTION OF COMPLEX SPATIOTEMPORAL DYNAMICS DURING FIBRILLATION IN LIVE EXPLANTED PIG AND HUMAN HEARTS FH Fenton, S Shahi, I Uzelac, S Iravanian, NK Bhatia, M Burke, AD Shah, ... Heart Rhythm 20 (5), S162, 2023 | | 2023 |
| Robust Reservoir Computing Approaches for Predicting Cardiac Wave Dynamics S Shahi, C Marcotte, Y Shiferaw, EM Cherry SIAM Conference on Computational Science and Engineering (CSE21), 2021 | | 2021 |
| An Integrated Interval Neural Network for Uncertainty Modeling in Inhomogeneous Materials S Shahi, RL Muhanna, F Fedele | | 2021 |
| Algorithms for Graph Partitioning S Shahi Imperial College London, 2016 | | 2016 |
| A STUDY ON THE EFFECT OF COLLAGEN FIBER ORIENTATION ON MECHANICAL RESPONSE OF SOFT BIOLOGICAL TISSUES F Fathi, S Shahi, S Mohammadi Jurnal Teknologi 76 (7), 2015 | | 2015 |
| Multiscale Simulation of Biomechanical Systems S Shahi University of Tehran, 2013 | | 2013 |
| Training Requirements for an Autoencoder-based Echo State Network for Cardiac Action Potential Forecasting DI Cairns, S Shahi, FH Fenton, EM Cherry | | |
Elizabeth M. CherryGeorgia Institute of Technology在 gatech.edu 的电子邮件经过验证
Elizabeth M. CherryGeorgia Institute of Technology在 gatech.edu 的电子邮件经过验证
Flavio H. FentonProfessor of Physics, Georgia Tech在 physics.gatech.edu 的电子邮件经过验证