Amin Yousefpour

24 papers Journal 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-material Multi-physics Topology Optimization with Physics-informed Gaussian Process Priors. CoRR Xiangyu Sun, Shirin Hosseinmardi, Amin Yousefpour, Ramin Bostanabad
2025	J	`jnl`	AI-Empowered Consumer Behavior Modeling Framework for Music Recommendation Over Heterogeneous Electronics Products. IEEE Trans. Consumer Electron. Ke Zhang, Amin Yousefpour, Daohua Pan, Jiajia Li, Guangwu Hu
2025	J	`jnl`	Compliance Minimization via Physics-Informed Gaussian Processes. CoRR Xiangyu Sun, Amin Yousefpour, Shirin Hosseinmardi, Ramin Bostanabad
2025	J	`jnl`	Localized Physics-informed Gaussian Processes with Curriculum Training for Topology Optimization. CoRR Amin Yousefpour, Shirin Hosseinmardi, Xiangyu Sun, Ramin Bostanabad
2024	J	`jnl`	GP+: A Python library for kernel-based learning via Gaussian processes. Adv. Eng. Softw. Amin Yousefpour, Zahra Zanjani Foumani, Mehdi Shishehbor, Carlos Mora, Ramin Bostanabad
2024	J	`jnl`	Improved differential evolution algorithm based convolutional neural network for emotional analysis of music data. Appl. Soft Comput. Jiajia Li, Samaneh Soradi-Zeid, Amin Yousefpour, Daohua Pan
2024	J	`jnl`	Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations. CoRR Carlos Mora, Amin Yousefpour, Shirin Hosseinmardi, Ramin Bostanabad
2024	J	`jnl`	Operator Learning with Gaussian Processes. CoRR Carlos Mora, Amin Yousefpour, Shirin Hosseinmardi, Houman Owhadi, Ramin Bostanabad
2024	J	`jnl`	Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes. CoRR Amin Yousefpour, Shirin Hosseinmardi, Carlos Mora, Ramin Bostanabad
2024	J	`jnl`	Unsupervised Anomaly Detection via Nonlinear Manifold Learning. J. Comput. Inf. Sci. Eng. Amin Yousefpour, Mehdi Shishehbor, Zahra Zanjani Foumani, Ramin Bostanabad
2023	J	`jnl`	GP+: A Python Library for Kernel-based learning via Gaussian Processes. CoRR Amin Yousefpour, Zahra Zanjani Foumani, Mehdi Shishehbor, Carlos Mora, Ramin Bostanabad
2023	J	`jnl`	Market behavior-oriented deep learning-based secure data analysis in smart cities. Comput. Electr. Eng. Qiuying Lv, Nannan Yang, Adam Slowik, Jianhui Lv, Amin Yousefpour
2023	J	`jnl`	On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization. CoRR Zahra Zanjani Foumani, Amin Yousefpour, Mehdi Shishehbor, Ramin Bostanabad
2023	J	`jnl`	Unsupervised Anomaly Detection via Nonlinear Manifold Learning. CoRR Amin Yousefpour, Mehdi Shishehbor, Zahra Zanjani Foumani, Ramin Bostanabad
2022	J	`jnl`	Experimental validation of disturbance observer-based adaptive terminal sliding mode control subject to control input limitations for SISO and MIMO systems. Eur. J. Control Bo Wang, Mohamed Derbeli, Oscar Barambones, Amin Yousefpour, Hadi Jahanshahi, Stelios D. Bekiros, Ayman A. Aly, Mosleh M. Al-Harthi
2022	J	`jnl`	Laguerre Wavelet Approach for a Two-Dimensional Time-Space Fractional Schrödinger Equation. Entropy Stelios D. Bekiros, Samaneh Soradi-Zeid, Jun Mou, Amin Yousefpour, Ernesto Zambrano-Serrano, Hadi Jahanshahi
2021	J	`jnl`	Hopf bifurcation and synchronization of a five-dimensional self-exciting homopolar disc dynamo using a new fuzzy disturbance-observer-based terminal sliding mode control. J. Frankl. Inst. Zhouchao Wei, Amin Yousefpour, Hadi Jahanshahi, Ugur Erkin Kocamaz, Irene M. Moroz
2020	J	`jnl`	A Multistable Chaotic Jerk System with Coexisting and Hidden Attractors: Dynamical and Complexity Analysis, FPGA-Based Realization, and Chaos Stabilization Using a Robust Controller. Symmetry Heng Chen, Shaobo He, Ana Dalia Pano-Azucena, Amin Yousefpour, Hadi Jahanshahi, Miguel Ángel López, Raúl Alcaraz
2020	J	`jnl`	A new fractional-order hyperchaotic memristor oscillator: Dynamic analysis, robust adaptive synchronization, and its application to voice encryption. Appl. Math. Comput. Hadi Jahanshahi, Amin Yousefpour, Jesús M. Muñoz-Pacheco, Sezgin Kaçar, Viet-Thanh Pham, Fawaz E. Alsaadi
2020	J	`jnl`	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. Appl. Soft Comput. Hadi Jahanshahi, Amin Yousefpour, Jesús M. Muñoz-Pacheco, Irene M. Moroz, Zhouchao Wei, Oscar Castillo
2020	J	`jnl`	Finite-Time Disturbance-Observer-Based Integral Terminal Sliding Mode Controller for Three-Phase Synchronous Rectifier. IEEE Access Bahman Eskandari, Amin Yousefpour, Moosa Ayati, Jorma Kyyrä, Edris Pouresmaeil
2020	J	`jnl`	Recurrent Neural Network-Based Robust Nonsingular Sliding Mode Control With Input Saturation for a Non-Holonomic Spherical Robot. IEEE Access Shu-Bo Chen, Alireza Beigi, Amin Yousefpour, Farhad Rajaee, Hadi Jahanshahi, Stelios D. Bekiros, Raúl Alcaraz Martínez, Yuming Chu
2020	J	`jnl`	Stabilization of nonlinear vibrations of carbon nanotubes using observer-based terminal sliding mode control. Trans. Inst. Meas. Control Amin Yousefpour, Amin Vahidi-Moghaddam, Arman Rajaei, Moosa Ayati
2020	J	`jnl`	Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method. Entropy Shaojie Wang, Amin Yousefpour, Abdullahi Yusuf, Hadi Jahanshahi, Raúl Alcaraz, Shaobo He, Jesús M. Muñoz-Pacheco