Amin Yousefpour

Amin Yousefpour

University of Tehran

H-index: 18

Asia-Iran

About Amin Yousefpour

Amin Yousefpour, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Tehran, specializes in the field of Scientific Machine Learning, Bayesian Statistics, Uncertainty Quantification, Control Systems, Nonlinear Dynamics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations

Unsupervised anomaly detection via nonlinear manifold learning

On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization

Mitigating the Effects of Source-Dependent Bias and Noise on Multi-Source Bayesian Optimization: Application to Materials Design

Multi-fidelity cost-aware Bayesian optimization

GP+: A Python Library for Kernel-based learning via Gaussian Processes

Safeguarding Multi-fidelity Bayesian Optimization Against Large Model Form Errors and Heterogeneous Noise

A review on design and implementation of type‐2 fuzzy controllers

Amin Yousefpour Information

University

Position

Mechanical Engineering College of Engineering

Citations(all)

1430

Citations(since 2020)

1427

Cited By

341

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

25

i10Index(since 2020)

25

Email

University Profile Page

University of Tehran

Google Scholar

View Google Scholar Profile

Amin Yousefpour Skills & Research Interests

Scientific Machine Learning

Bayesian Statistics

Uncertainty Quantification

Control Systems

Nonlinear Dynamics

Top articles of Amin Yousefpour

Title

Journal

Author(s)

Publication Date

Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations

arXiv preprint arXiv:2401.03492

Carlos Mora

Amin Yousefpour

Shirin Hosseinmardi

Ramin Bostanabad

2024/1/7

Unsupervised anomaly detection via nonlinear manifold learning

Journal of Computing and Information Science in Engineering

Amin Yousefpour

Mehdi Shishehbor

Zahra Zanjani Foumani

Ramin Bostanabad

2023/10/4

On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization

arXiv preprint arXiv:2309.02771

Zahra Zanjani Foumani

Amin Yousefpour

Mehdi Shishehbor

Ramin Bostanabad

2023/9/6

Mitigating the Effects of Source-Dependent Bias and Noise on Multi-Source Bayesian Optimization: Application to Materials Design

Zahra Zanjani Foumani

Amin Yousefpour

Mehdi Shishehbor

Ramin Bostanabad

2023/8/20

Multi-fidelity cost-aware Bayesian optimization

Computer Methods in Applied Mechanics and Engineering

Zahra Zanjani Foumani

Mehdi Shishehbor

Amin Yousefpour

Ramin Bostanabad

2023/3/15

GP+: A Python Library for Kernel-based learning via Gaussian Processes

arXiv preprint arXiv:2312.07694

Amin Yousefpour

Zahra Zanjani Foumani

Mehdi Shishehbor

Carlos Mora

Ramin Bostanabad

2023/12/12

Safeguarding Multi-fidelity Bayesian Optimization Against Large Model Form Errors and Heterogeneous Noise

Journal of Mechanical Design

Zahra Zanjani Foumani

Amin Yousefpour

Mehdi Shishehbor

Ramin Bostanabad

2024/6/1

A review on design and implementation of type‐2 fuzzy controllers

Hadi Jahanshahi

Amin Yousefpour

Samaneh Soradi‐Zeid

Oscar Castillo

2022/6/21

Application of variable-order fractional calculus in neural networks: where do we stand?

Energies

Juan Antonio López-Villanueva

Pablo Rodríguez-Iturriaga

Luis Parrilla

Salvador Rodríguez-Bolívar

2023/3/5

Hopf bifurcation and synchronization of a five-dimensional self-exciting homopolar disc dynamo using a new fuzzy disturbance-observer-based terminal sliding mode control

Journal of the Franklin Institute

Zhouchao Wei

Amin Yousefpour

Hadi Jahanshahi

Uǧur Erkin Kocamaz

Irene Moroz

2021/1/1

Mem-Elements for Neuromorphic Circuits with Artificial Intelligence Applications

Christos Volos

Viet-Thanh Pham

2021/6/17

Application of reinforcement learning for effective vaccination strategies of coronavirus disease 2019 (COVID-19)

The European Physical Journal Plus

Alireza Beigi

Amin Yousefpour

Amirreza Yasami

JF Gómez-Aguilar

Stelios Bekiros

...

2021/5

Antiretroviral therapy of HIV infection using a novel optimal type-2 fuzzy control strategy

Alexandria engineering journal

Shu-Bo Chen

Farhad Rajaee

Amin Yousefpour

Raul Alcaraz

Yu-Ming Chu

...

2021/2/1

Fuzzy integral sliding mode technique for synchronization of memristive neural networks

Amin Yousefpour

Hadi Jahanshahi

Dongming Gan

2021/1/1

Robust adaptive control of fractional-order memristive neural networks

Amin Yousefpour

Hadi Jahanshahi

Stelios Bekiros

Jesus Manuel Muñoz-Pacheco

2021/1/1

King algorithm: A novel optimization approach based on variable-order fractional calculus with application in chaotic financial systems

Chaos, Solitons & Fractals

Samaneh Soradi-Zeid

Hadi Jahanshahi

Amin Yousefpour

Stelios Bekiros

2020/3/1

Synchronization of fractional time-delayed financial system using a novel type-2 fuzzy active control method

Chaos, Solitons & Fractals

Shaojie Wang

Stelios Bekiros

Amin Yousefpour

Shaobo He

Oscar Castillo

...

2020/7/1

Stabilization of nonlinear vibrations of carbon nanotubes using observer-based terminal sliding mode control

Transactions of the Institute of Measurement and Control

Amin Yousefpour

Amin Vahidi-Moghaddam

Arman Rajaei

Moosa Ayati

2020/3

Disturbance observer–based terminal sliding mode control for effective performance of a nonlinear vibration energy harvester

Journal of Intelligent Material Systems and Structures

Amin Yousefpour

Ashkan Haji Hosseinloo

Mohammad Reza Hairi Yazdi

Arash Bahrami

2020/7

The effect of market confidence on a financial system from the perspective of fractional calculus: Numerical investigation and circuit realization

Chaos, Solitons & Fractals

Shu-Bo Chen

Hadi Jahanshahi

Oumate Alhadji Abba

JE Solís-Pérez

Stelios Bekiros

...

2020/11/1

See List of Professors in Amin Yousefpour University(University of Tehran)

Co-Authors

H-index: 32
Irene Moroz

Irene Moroz

University of Oxford

H-index: 31
Raúl Alcaraz

Raúl Alcaraz

Universidad de Castilla-La Mancha

H-index: 28
J.M. Munoz-Pacheco

J.M. Munoz-Pacheco

Benemerita Universidad Autonoma de Puebla

H-index: 21
Moosa Ayati

Moosa Ayati

University of Tehran

H-index: 18
Ramin Bostanabad

Ramin Bostanabad

University of California, Irvine

H-index: 14
Ashkan Haji Hosseinloo

Ashkan Haji Hosseinloo

Massachusetts Institute of Technology

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