Hassan Sarmadi

Hassan Sarmadi

Ferdowsi University of Mashhad

H-index: 20

Asia-Iran

About Hassan Sarmadi

Hassan Sarmadi, With an exceptional h-index of 20 and a recent h-index of 20 (since 2020), a distinguished researcher at Ferdowsi University of Mashhad, specializes in the field of Structural Health Monitoring, Artificial Intelligence, Machine Learning, Anomaly Detection, Sensing.

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

Prediction of long-term dynamic responses of a heritage masonry building under thermal effects by automated kernel-based regression modeling

On continuous health monitoring of bridges under serious environmental variability by an innovative multi-task unsupervised learning method

A novel double-hybrid learning method for modal frequency-based damage assessment of bridge structures under different environmental variation patterns

Unsupervised data normalization for continuous dynamic monitoring by an innovative hybrid feature weighting-selection algorithm and natural nearest neighbor searching

Damage identification of structural systems by modal strain energy and an optimization-based iterative regularization method

Long-term health monitoring of concrete and steel bridges under large and missing data by unsupervised meta learning

Probabilistic data self-clustering based on semi-parametric extreme value theory for structural health monitoring

A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods

Hassan Sarmadi Information

University

Position

Researcher & Head of Research and Development at IPESFP

Citations(all)

1150

Citations(since 2020)

1132

Cited By

230

hIndex(all)

20

hIndex(since 2020)

20

i10Index(all)

27

i10Index(since 2020)

27

Email

University Profile Page

Ferdowsi University of Mashhad

Google Scholar

View Google Scholar Profile

Hassan Sarmadi Skills & Research Interests

Structural Health Monitoring

Artificial Intelligence

Machine Learning

Anomaly Detection

Sensing

Top articles of Hassan Sarmadi

Title

Journal

Author(s)

Publication Date

Prediction of long-term dynamic responses of a heritage masonry building under thermal effects by automated kernel-based regression modeling

Hassan Sarmadi

Bahareh Behkamal

Alireza Entezami

2024

On continuous health monitoring of bridges under serious environmental variability by an innovative multi-task unsupervised learning method

Structure and Infrastructure Engineering

Alireza Entezami

Hassan Sarmadi

Bahareh Behkamal

Carlo De Michele

2023/1/6

A novel double-hybrid learning method for modal frequency-based damage assessment of bridge structures under different environmental variation patterns

Mechanical Systems and Signal Processing

Alireza Entezami

Hassan Sarmadi

Bahareh Behkamal

2023/10/15

Unsupervised data normalization for continuous dynamic monitoring by an innovative hybrid feature weighting-selection algorithm and natural nearest neighbor searching

Structural Health Monitoring

Hassan Sarmadi

Alireza Entezami

Filipe Magalhães

2023

Damage identification of structural systems by modal strain energy and an optimization-based iterative regularization method

Engineering with Computers

Mohammad Hassan Daneshvar

Mohsen Saffarian

Hashem Jahangir

Hassan Sarmadi

2023/6

Long-term health monitoring of concrete and steel bridges under large and missing data by unsupervised meta learning

Engineering Structures

Alireza Entezami

Hassan Sarmadi

Bahareh Behkamal

2023/3/15

Probabilistic data self-clustering based on semi-parametric extreme value theory for structural health monitoring

Mechanical Systems and Signal Processing

Hassan Sarmadi

Alireza Entezami

Carlo De Michele

2023/3/15

A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods

Measurement

Mohammad Hassan Daneshvar

Hassan Sarmadi

Ka-Veng Yuen

2023/2/28

Review on smartphone sensing technology for structural health monitoring

Hassan Sarmadi

Alireza Entezami

Ka-Veng Yuen

Bahareh Behkamal

2023/12/1

Probabilistic damage localization by empirical data analysis and symmetric information measure

Measurement

Alireza Entezami

Hassan Sarmadi

Carlo De Michele

2022/7/1

Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling

Mechanical Systems and Signal Processing

Hassan Sarmadi

Ka-Veng Yuen

2022/7/1

Unsupervised learning-based damage assessment of full-scale civil structures under long-term and short-term monitoring

Engineering Structures

Mohammad Hassan Daneshvar

Hassan Sarmadi

2022/4/1

Partially online damage detection using long-term modal data under severe environmental effects by unsupervised feature selection and local metric learning

Journal of Civil Structural Health Monitoring

Hassan Sarmadi

Alireza Entezami

Bahareh Behkamal

Carlo De Michele

2022/10

On model‑based damage detection by an enhanced sensitivity function of modal flexibility and LSMR‑Tikhonov method under incomplete noisy modal data

Engineering with Computers

Hassan Sarmadi

Alireza Entezami

Mansour Ghalehnovi

2022

Vibration-based structural health monitoring of bridges based on a new unsupervised machine learning technique under varying environmental conditions

M Salar

A Entezami

H Sarmadi

B Behkamal

C De Michele

...

2022/9/2

On the data-driven damage detection of offshore structures using statistical and clustering techniques under various uncertainty sources: An experimental study

M Salar

A Entezami

H Sarmadi

C De Michele

L Martinelli

2022/9/2

Early damage detection by an innovative unsupervised learning method based on kernel null space and peak‐over‐threshold

Computer‐Aided Civil and Infrastructure Engineering

Hassan Sarmadi

Ka‐Veng Yuen

2021/5/5

Health monitoring of large-scale civil structures: an approach based on data partitioning and classical multidimensional scaling

Sensors

Alireza Entezami

Hassan Sarmadi

Behshid Behkamal

Stefano Mariani

2021/2/26

Bridge health monitoring in environmental variability by new clustering and threshold estimation methods

Journal of Civil Structural Health Monitoring

Hassan Sarmadi

Alireza Entezami

Masoud Salar

Carlo De Michele

2021/2/18

A novel data-driven method for structural health monitoring under ambient vibration and high-dimensional features by robust multidimensional scaling

Structural Health Monitoring

Alireza Entezami

Hassan Sarmadi

Masoud Salar

Carlo De Michele

Ali Nadir Arslan

2021

See List of Professors in Hassan Sarmadi University(Ferdowsi University of Mashhad)

Co-Authors

H-index: 43
Carlo De Michele

Carlo De Michele

Politecnico di Milano

H-index: 36
Stefano Mariani

Stefano Mariani

Politecnico di Milano

H-index: 35
Filipe Magalhães

Filipe Magalhães

Universidade do Porto

H-index: 29
M. Rezaiee-Pajand

M. Rezaiee-Pajand

Ferdowsi University of Mashhad

H-index: 21
Alireza Entezami

Alireza Entezami

Politecnico di Milano

H-index: 20
Hashem Shariatmadar

Hashem Shariatmadar

Ferdowsi University of Mashhad

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