Chayut Ngamkhanong

Chayut Ngamkhanong

University of Birmingham

H-index: 19

Europe-United Kingdom

About Chayut Ngamkhanong

Chayut Ngamkhanong, With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Birmingham, specializes in the field of Structural engineering, Civil engineering, Railway engineering, Construction material, Structural dynamic.

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

Performance of different machine learning techniques in predicting the flexural capacity of concrete beams reinforced with FRP rods

Modal-based fragility analysis of high-rise tubular structures: A methodology for vulnerability assessment

An innovative binocular vision-based method for displacement measurement in membrane structures

Data driven machine learning prognostics of buckling failure modes in ballasted railway track

A novel framework for effective structural vulnerability assessment of tubular structures using machine learning algorithms (GA and ANN) for hybrid simulations

Prediction of uplift resistance of circular anchors in anisotropic clays using MLR, ANN, and MARS

Bearing capacity of ring footings in anisotropic clays: FELA and ANN

Mechanical behavior of PVDF membrane based on the uni-/bi-axial loading experiments

Chayut Ngamkhanong Information

University

Position

___

Citations(all)

1065

Citations(since 2020)

971

Cited By

327

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

34

i10Index(since 2020)

31

Email

University Profile Page

University of Birmingham

Google Scholar

View Google Scholar Profile

Chayut Ngamkhanong Skills & Research Interests

Structural engineering

Civil engineering

Railway engineering

Construction material

Structural dynamic

Top articles of Chayut Ngamkhanong

Title

Journal

Author(s)

Publication Date

Performance of different machine learning techniques in predicting the flexural capacity of concrete beams reinforced with FRP rods

Asian Journal of Civil Engineering

Chayut Ngamkhanong

Saif Alzabeebee

Suraparb Keawsawasvong

Chanachai Thongchom

2024/1

Modal-based fragility analysis of high-rise tubular structures: A methodology for vulnerability assessment

Structures

Muhammad Zain

Chayut Ngamkhanong

H.-K Thomas Kang

Muhammad Usman

Lapyote Prasittisopin

2024/5

An innovative binocular vision-based method for displacement measurement in membrane structures

Nonlinear Engineering

Ping Liu

Li Wenrui

Chayut Ngamkhanong

Sakdirat Kaewunruen

2024/4/24

Data driven machine learning prognostics of buckling failure modes in ballasted railway track

Discover Applied Sciences

Watcharapong Wongkaew

Wachira Muanyoksakul

Chayut Ngamkhanong

Jessada Sresakoolchai

Sakdirat Kaewunruen

2024/4/14

A novel framework for effective structural vulnerability assessment of tubular structures using machine learning algorithms (GA and ANN) for hybrid simulations

Nonlinear Engineering

Muhammad Zain

Lapyote Prasittisopin

Tahir Mehmood

Chayut Ngamkhanong

Suraparb Keawsawasvong

...

2024/2/10

Prediction of uplift resistance of circular anchors in anisotropic clays using MLR, ANN, and MARS

Applied Ocean Research

Dang Khoa Nguyen

Trong Phuoc Nguyen

Chayut Ngamkhanong

Suraparb Keawsawasvong

Trung Kien Nguyen

2023/7/1

Bearing capacity of ring footings in anisotropic clays: FELA and ANN

Neural Computing and Applications

Dang Khoa Nguyen

Trong Phuoc Nguyen

Chayut Ngamkhanong

Suraparb Keawsawasvong

Van Qui Lai

2023/5

Mechanical behavior of PVDF membrane based on the uni-/bi-axial loading experiments

International Journal of Space Structures

Liu Ping

Tang Bai-Jian

Li WenRui

Chayut Ngamkhanong

2023/12/20

Effects of extended mixing processes on fresh, hardened and durable properties of cement systems incorporating fly ash

Scientific Reports

Issara Sereewatthanawut

Chinnapat Panwisawas

Chayut Ngamkhanong

Lapyote Prasittisopin

2023/4/13

Eigenvalue-based approach for buckling analysis of metre gauge railway tracks incorporating train load effects

Transportation Engineering

Sorawish Machan

Siriwan Tangwongwan

Pimsuda Chuadchim

Chayut Ngamkhanong

2023/12/1

Acknowledgment to the Reviewers of Infrastructures in 2022

Aamar Danish

Anna Krzysztofek

Abdelazim Ahmed

Anna M Rakoczy

Abdullah Al Mamun

...

2023

Nonlinear dynamic responses of ballasted railway tracks using concrete sleepers incorporated with reinforced fibres and pre-treated crumb rubber

Nonlinear Engineering

Anand Raj

Chayut Ngamkhanong

Lapyote Prasittisopin

Sakdirat Kaewunruen

2023/9/12

Structural behaviour of air-inflated beams

Structures

Ping Liu

Ma Yue

Shu Zhe Feng

Chayut Ngamkhanong

2023/1/1

Stability analysis of multiple unsupported excavations in cohesive-frictional soils using finite element limit analysis (FELA) and an artificial neural network (ANN)

Modeling Earth Systems and Environment

Kittiphan Yoonirundorn

Teerapong Senjuntichai

Suraparb Keawsawasvong

Chayut Ngamkhanong

Anil C Wijeyewickrema

2023/9/9

Application of artificial neural networks for predicting the stability of rectangular tunnels in Hoek–Brown rock masses

Proceedings of World Academy of Science, Engineering and Technology

Mohsen Hayati

Tooraj Yousefi

Mehdi Ashjaee

Abdolsamad Hamidi

Yazdan Shirvany

2007

Predicting lateral resistance of piles in cohesive soils

Sustainability

Wiphu Chaonoi

Jim Shiau

Chayut Ngamkhanong

Chanachai Thongchom

Pitthaya Jamsawang

...

2022/10/10

Extended mixing processes on early-and later-age of cement systems incorporating fly ash

Issara Sereewatthanawut

Chinnapat Panwisawas

Chayut Ngamkhanong

Lapyote Prasittisopin

2022/12/5

Reliability quantification of the overhead line conductor

Sakdirat Kaewunruen

Chayut Ngamkhanong

Jiabao Jiang

2022/1/1

Stability evaluations of unlined horseshoe tunnels based on extreme learning neural network

Computation

Thira Jearsiripongkul

Suraparb Keawsawasvong

Rungkhun Banyong

Sorawit Seehavong

Kongtawan Sangjinda

...

2022/5/24

Experimental analysis on reinforced concrete beams enlarged with ferrocement retrofit system

Innovative Infrastructure Solutions

Linh Van Hong Bui

Supawit Saiwimarn

Sayan Sirimontree

Chanachai Thongchom

Suraparb Keawsawasvong

...

2022/12

See List of Professors in Chayut Ngamkhanong University(University of Birmingham)

Co-Authors

H-index: 54
Erol Tutumluer

Erol Tutumluer

University of Illinois at Urbana-Champaign

H-index: 51
Sakdirat Kaewunruen

Sakdirat Kaewunruen

Massachusetts Institute of Technology

H-index: 47
Alex Remennikov

Alex Remennikov

University of Wollongong

H-index: 42
Suraparb Keawsawasvong

Suraparb Keawsawasvong

Thammasat University

H-index: 30
Mayorkinos Papaelias

Mayorkinos Papaelias

University of Birmingham

H-index: 25
Jim S. Shiau

Jim S. Shiau

University of Southern Queensland

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