A Hopf physical reservoir computer MREU Shougat, XF Li, T Mollik, E Perkins Scientific Reports 11 (1), 19465, 2021 | 26 | 2021 |
A four-state adaptive Hopf oscillator XF Li, MREU Shougat, S Kennedy, C Fendley, RN Dean, AN Beal, ... Plos one 16 (3), e0249131, 2021 | 21 | 2021 |
Stochastic effects on a Hopf adaptive frequency oscillator XF Li, MREU Shougat, T Mollik, AN Beal, RN Dean, E Perkins Journal of Applied Physics 129 (22), 2021 | 19 | 2021 |
Dynamic effects on reservoir computing with a Hopf oscillator MREU Shougat, XF Li, E Perkins Physical Review E 105 (4), 044212, 2022 | 18 | 2022 |
An information theoretic study of a duffing oscillator array reservoir computer MREU Shougat, XF Li, T Mollik, E Perkins Journal of Computational and Nonlinear Dynamics 16 (8), 081004, 2021 | 16 | 2021 |
The van der Pol physical reservoir computer MREU Shougat, E Perkins Neuromorphic Computing and Engineering 3 (2), 024004, 2023 | 12 | 2023 |
Robust self-sensing shape memory alloy actuator using a machine learning approach S Kennedy, MREU Shougat, E Perkins Sensors and Actuators A: Physical 354, 114255, 2023 | 12 | 2023 |
Hopf physical reservoir computer for reconfigurable sound recognition MREU Shougat, XF Li, S Shao, K McGarvey, E Perkins Scientific Reports 13 (1), 8719, 2023 | 10 | 2023 |
The pendulum adaptive frequency oscillator XF Li, P Kallepalli, T Mollik, MREU Shougat, S Kennedy, S Frabitore, ... Mechanical Systems and Signal Processing 179, 109361, 2022 | 10 | 2022 |
A self-sensing shape memory alloy actuator physical reservoir computer MREU Shougat, S Kennedy, E Perkins IEEE Sensors Letters 7 (5), 1-4, 2023 | 8 | 2023 |
Field-programmable analog array (FPAA) based four-state adaptive oscillator for analog frequency analysis XF Li, REU Shougat, T Mollik, RN Dean, AN Beal, E Perkins Review of Scientific Instruments 94 (3), 2023 | 8 | 2023 |
Genetic algorithm shape optimization to manipulate the nonlinear response of a clamped-clamped beam T Mollik, Y Geng, MREU Shougat, T Fitzgerald, E Perkins Heliyon 8 (11), 2022 | 8 | 2022 |
Multiplex-free physical reservoir computing with an adaptive oscillator MREU Shougat, XF Li, E Perkins Physical Review E 109 (2), 024203, 2024 | 4 | 2024 |
Effect of Building Orientation & Post Processing Material on Mechanical Properties of 3D Printed Parts R Shougat, EH Sabuz, GM Najmul Quader, M Mahboo Proceedings of the International Conference on Mechanical, Industrial and …, 2016 | 4 | 2016 |
Self-learning physical reservoir computer MREU Shougat, XF Li, E Perkins Physical Review E 109 (6), 064205, 2024 | 3 | 2024 |
The hysteresis phenomenon and q factor enhancement in nonlinear NEMS resonators driven by Lévy stable stochastic processes MREU Shougat, S Ramakrishnan 2018 IEEE 13th Nanotechnology Materials and Devices Conference (NMDC), 1-4, 2018 | 3 | 2018 |
The computational ability of the Duffing oscillator array MREU Shougat, E Perkins learning 11 (16), 2017 | 2 | 2017 |
Feasibility study of wind turbine for low wind condition of Bangladesh MA Safiullah, MR Shahadat, MR Shougat International Conference on Mechanical, Industrial and Energy Engineering, 2016 | 2 | 2016 |
Discrete element method simulator for joint dynamics: a case study using a red-tailed hawk’s hallux digit T Mollik, S Kennedy, MREU Shougat, XF Li, T Fitzgerald, S Echols, N Kirk, ... Multibody System Dynamics 55 (4), 453-473, 2022 | 1 | 2022 |
RESERVOIR COMPUTING WITH THE LORENZ SYSTEM MREU Shougat, XF Li, T Mollik, E Perkins International Design Engineering Technical Conferences & Computers and …, 2021 | 1 | 2021 |