publications

Publications and presentations are listed in reversed chronological order.

Below is a list of latest publications and presentations. Additional information including PDFs, slides, and codes will gradually be added in the near future.

2021

  1. Long-Time Prediction of Arrhythmic Cardiac Action Potentials Using Recurrent Neural Networks and Reservoir Computing
    Shahi, Shahrokh, Marcotte, Christopher, Herndon, Conner, Fenton, Flavio, Shiferaw, Yohannes, and Cherry, Elizabeth M.
    2021
  2. Robust Reservoir Computing Approaches for Predicting Cardiac Wave Dynamics
    Shahi, Shahrokh, Marcotte, Christopher, Shiferaw, Yohannes, and Cherry, Elizabeth M.
    In Presented in SIAM Conference on Computational Science and Engineering (CSE21) 2021
  3. Time Series Prediction Using Recurrent Neural Networks and Reservoir Computing Techniques: A Comparative Study
    Shahi, Shahrokh, Fenton, Flavio, Shiferaw, Yohannes, and Cherry, Elizabeth M.
    In Presented in SIAM Conference on Applications of Dynamical Systems, 2021 (DS21) 2021
  4. An Integrated Interval Neural Network for Uncertainty Modeling in Inhomogeneous Materials
    Shahi, Shahrokh, Muhanna, Rafi L, and Fedele, Francesco
    In 2021

2020

  1. Uncertainty in Boundary Conditions—An Interval Finite Element Approach (The best student paper award 🎖)
    Muhanna, Rafi L, and Shahi, Shahrokh
    In Decision Making under Constraints 2020

2015

  1. A Study on the Effect of Collagen Fiber Orientation on Mechanical Response of Soft Biological Tissues
    Fathi, Farshid, Shahi, Shahrokh, and Mohammadi, Soheil
    Jurnal Teknologi 2015

2013

  1. A Multiscale Finite Element Simulation of Human Aortic Heart Valve
    Shahi, Shahrokh, and Mohammadi, Soheil
    In Applied Mechanics and Materials 2013
  2. A comparative study of transversely isotropic material models for prediction of mechanical behavior of the aortic valve leaflet
    Shahi, Shahrokh, and Mohammadi, Soheil
    International Journal of Research in engineering and Technology 2013