Recurrent Neural Network-Based Robust Nonsingular Sliding Mode Control With Input Saturation for a Non-Holonomic Spherical Robot. - Shu-Bo Chen; Alireza Beigi; Amin Yousefpour; Farhad Rajaee; Hadi Jahanshahi; Stelios D. Bekiros; Raúl Alcaraz Martínez; Yuming Chu (IEEE Access, 2020)

Finite-Time Disturbance-Observer-Based Integral Terminal Sliding Mode Controller for Three-Phase Synchronous Rectifier. - Bahman Eskandari; Amin Yousefpour; Moosa Ayati; Jorma Kyyrä; Edris Pouresmaeil (IEEE Access, 2020)

A new fractional-order hyperchaotic memristor oscillator: Dynamic analysis, robust adaptive synchronization, and its application to voice encryption. - Hadi Jahanshahi; Amin Yousefpour; Jesús M. Muñoz-Pacheco; Sezgin Kaçar; Viet-Thanh Pham; Fawaz E. Alsaadi (Appl. Math. Comput., 2020)

A new multi-stable fractional-order four-dimensional system with self-excited and hidden chaotic attractors: Dynamic analysis and adaptive synchronization using a novel fuzzy adaptive sliding mode control method. - Hadi Jahanshahi; Amin Yousefpour; Jesús M. Muñoz-Pacheco; Irene M. Moroz; Zhouchao Wei; Oscar Castillo 001 (Appl. Soft Comput., 2020)

Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method. - Shaojie Wang; Amin Yousefpour; Abdullahi Yusuf; Hadi Jahanshahi; Raúl Alcaraz 001; Shaobo He; Jesús M. Muñoz-Pacheco (Entropy, 2020)

A Multistable Chaotic Jerk System with Coexisting and Hidden Attractors: Dynamical and Complexity Analysis, FPGA-Based Realization, and Chaos Stabilization Using a Robust Controller. - Heng Chen; Shaobo He; Ana Dalia Pano-Azucena; Amin Yousefpour; Hadi Jahanshahi; Miguel Ángel López 001; Raúl Alcaraz 001 (Symmetry, 2020)

Stabilization of nonlinear vibrations of carbon nanotubes using observer-based terminal sliding mode control. - Amin Yousefpour; Amin Vahidi-Moghaddam; Arman Rajaei; Moosa Ayati (Trans. Inst. Meas. Control, 2020)

Hopf bifurcation and synchronization of a five-dimensional self-exciting homopolar disc dynamo using a new fuzzy disturbance-observer-based terminal sliding mode control. - Zhouchao Wei; Amin Yousefpour; Hadi Jahanshahi; Ugur Erkin Kocamaz; Irene M. Moroz (J. Frankl. Inst., 2021)

Experimental validation of disturbance observer-based adaptive terminal sliding mode control subject to control input limitations for SISO and MIMO systems. - Bo Wang; Mohamed Derbeli; Oscar Barambones; Amin Yousefpour; Hadi Jahanshahi; Stelios D. Bekiros; Ayman A. Aly; Mosleh M. Al-Harthi (Eur. J. Control, 2022)

Laguerre Wavelet Approach for a Two-Dimensional Time-Space Fractional Schrödinger Equation. - Stelios D. Bekiros; Samaneh Soradi-Zeid; Jun Mou; Amin Yousefpour; Ernesto Zambrano-Serrano; Hadi Jahanshahi (Entropy, 2022)

On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization. - Zahra Zanjani Foumani; Amin Yousefpour; Mehdi Shishehbor; Ramin Bostanabad (CoRR, 2023)

Market behavior-oriented deep learning-based secure data analysis in smart cities. - Qiuying Lv; Nannan Yang; Adam Slowik; Jianhui Lv; Amin Yousefpour (Comput. Electr. Eng., 2023)

GP+: A Python library for kernel-based learning via Gaussian processes. - Amin Yousefpour; Zahra Zanjani Foumani; Mehdi Shishehbor; Carlos Mora; Ramin Bostanabad (Adv. Eng. Softw., 2024)

Improved differential evolution algorithm based convolutional neural network for emotional analysis of music data. - Jiajia Li; Samaneh Soradi-Zeid; Amin Yousefpour; Daohua Pan (Appl. Soft Comput., 2024)

Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations. - Carlos Mora; Amin Yousefpour; Shirin Hosseinmardi; Ramin Bostanabad (CoRR, 2024)

Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes. - Amin Yousefpour; Shirin Hosseinmardi; Carlos Mora; Ramin Bostanabad (CoRR, 2024)

Operator Learning with Gaussian Processes. - Carlos Mora; Amin Yousefpour; Shirin Hosseinmardi; Houman Owhadi; Ramin Bostanabad (CoRR, 2024)

Unsupervised Anomaly Detection via Nonlinear Manifold Learning. - Amin Yousefpour; Mehdi Shishehbor; Zahra Zanjani Foumani; Ramin Bostanabad (J. Comput. Inf. Sci. Eng., 2024)

Localized Physics-informed Gaussian Processes with Curriculum Training for Topology Optimization. - Amin Yousefpour; Shirin Hosseinmardi; Xiangyu Sun; Ramin Bostanabad (CoRR, 2025)

AI-Empowered Consumer Behavior Modeling Framework for Music Recommendation Over Heterogeneous Electronics Products. - Ke Zhang; Amin Yousefpour; Daohua Pan; Jiajia Li; Guangwu Hu (IEEE Trans. Consumer Electron., 2025)

Compliance Minimization via Physics-Informed Gaussian Processes. - Xiangyu Sun; Amin Yousefpour; Shirin Hosseinmardi; Ramin Bostanabad (CoRR, 2025)