Md Raf E Ul Shougat

A Hopf physical reservoir computer

Md Raf E Ul Shougat, Xiaofu Li, Tushar Mollik et al. · Scientific Reports · 2021 · 30 citations · Full text

Robust self-sensing shape memory alloy actuator using a machine learning approach

Scott Kennedy, Md Raf E Ul Shougat, Edmon Perkins · Sensors and Actuators A Physical · 2023 · 23 citations

Engineering, Soft Robotics, Machine Learning +9

Dynamic effects on reservoir computing with a Hopf oscillator

Md Raf E Ul Shougat, Xiaofu Li, Edmon Perkins · Physical review. E · 2022 · 19 citations

Engineering, Arnold Tongues, Chaos Theory +9

The van der Pol physical reservoir computer

Md Raf E Ul Shougat, Edmon Perkins · Neuromorphic Computing and Engineering · 2023 · 18 citations · Full text

Reservoir Computer, Engineering, Computer Architecture +21

An Information Theoretic Study of a Duffing Oscillator Array Reservoir Computer

Md Raf E Ul Shougat, Xiaofu Li, Tushar Mollik et al. · Journal of Computational and Nonlinear Dynamics · 2021 · 17 citations

Engineering, Stability, Nonlinear System Identification +17