Frontiers in Built Environment | Computational Methods in Structural Engineering

Original Research

Accepted on 01 Apr 2026

Comparative Evaluation of Supervised Machine Learning Models in the Non-Destructive Strength Prediction of Steel Fiber Reinforced Concrete

in Computational Methods in Structural Engineering

SHIJIN P J
Raghunandan Kumar
Robin Davis P
Praveen Nagarajan
Sudha Das

Frontiers in Built Environment

Original Research

Published on 30 Mar 2026

Beyond fragility: physics-driven neural surrogates for seismic resilience prediction of bridges

in Computational Methods in Structural Engineering

Jacob Atkins
Donya Hajializadeh
Waqas Iqbal
Farahnaz Soleimani

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1756908

233 views

Original Research

Accepted on 17 Mar 2026

Optimal Placement of Seismic Barriers for Enhancing the Performance of Steel Moment-Resisting Frames Against Earthquakes

in Computational Methods in Structural Engineering

Masoume Asadzade Sardehaei
Mohammadreza Mashayekhi
Ataallah Sadeghi Movahhed
Ali Majdi
Majid Movahedi Rad

Frontiers in Built Environment

Original Research

Published on 17 Feb 2026

Interpretable machine learning for predicting the bearing capacity of double shear-bolted connections: a data-driven evaluation

in Computational Methods in Structural Engineering

Soheila Kookalani
Hongchen Liu
Tirtharaj Dash
Alwyn Mathew
Ioannis Brilakis

Frontiers in Built Environment

doi 10.3389/fbuil.2026.1753382

411 views

Original Research

Published on 05 Jan 2026

Numerical investigation of a novel steel connection for panelized modular houses

in Computational Methods in Structural Engineering

Mostafa Elhadary
Ahmed Bediwy
Ahmed Elshaer

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1700908

1,230 views

Original Research

Published on 10 Dec 2025

Evaluation of MobileNetV3-Large for crack classification across low- and high-resolution images

in Computational Methods in Structural Engineering

Liujie Chen
Haodong Yao
Ke Gan
Zanyu Huang
Jing Zhang
Ching-Tai Ng
Jiyang Fu

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1724879

1,089 views

Original Research

Published on 10 Nov 2025

Forecasting bond strength of various FRP bars with different surface characteristics in concrete using machine learning models

in Computational Methods in Structural Engineering

Ameer M. Salih
Aso A. Abdalla
Sardar R. Mohammad Ali
Tre A. Abdullah

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1692879

1,106 views

Original Research

Published on 17 Oct 2025

Stacked ensemble and SHAP-based approach for predicting plastic rotational capacity in RC columns

in Computational Methods in Structural Engineering

Andrei-Odey Kadhim
Iolanda-Gabriela Craifaleanu
Eugen Lozincă

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1693218

1,612 views

Original Research

Published on 02 Oct 2025

Wind tunnel testing to study turbulent wind field effect on wind load and wind-induced response of TV tower

in Computational Methods in Structural Engineering

Daqiao Xia
Cheng Pei

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1661712

1,650 views

Original Research

Published on 02 Oct 2025

Data-driven models for human–structure interaction based on MLP and NARX neural networks

in Computational Methods in Structural Engineering

Daniel Mena-Sanchez
Natividad Garcia-Troncoso
Wilfredo Alfonso
Albert R. Ortiz
Daniel Gomez

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1672716

1,825 views

Original Research

Published on 26 Aug 2025

Comprehensive analysis of a single-story single-bay RC frame with varied reinforcement detailing

in Computational Methods in Structural Engineering

Ammar T. Al-Sayegh

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1648231

1,688 views

Original Research

Published on 11 Jul 2025

Responsible AI in structural engineering: a framework for ethical use

in Computational Methods in Structural Engineering

Vagelis Plevris
Haidar Hosamo

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1612575

12,702 views
5 citations

Original Research

Published on 09 Jun 2025

Comparative study of NLFE models for simulating settlement-induced damage in masonry façades: macro- and simplified micro-models

in Computational Methods in Structural Engineering

Alfonso Prosperi
Michele Longo
Paul A. Korswagen
Giorgia Giardina
Jan G. Rots

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1618329

2,520 views
4 citations

Original Research

Published on 23 Apr 2025

Research on a risk assessment model for dense urban cable channels based on fuzzy mathematics

in Computational Methods in Structural Engineering

Yongjie Nie
Daoyuan Chen
Shuai Zheng
Xiaowei Xu
Xilian Wang
Zhensheng Wu

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1565348

1,755 views

Original Research

Published on 16 Apr 2025

Geometric characterization of locally corroded surfaces in steel bridge girders

in Computational Methods in Structural Engineering

Tao Zhang
Michael Vaccaro
Arash Zaghi
Amvrossios Bagtzoglou

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1561429

1,484 views

Original Research

Published on 04 Feb 2025

Integrating feedback control for improved human-structure interaction analysis

in Computational Methods in Structural Engineering

Santiago A. Lopez
Daniel Gomez
Albert R. Ortiz
Sandra Villamizar

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1524027

2,015 views
1 citation

Original Research

Published on 11 Dec 2024

Enhancing the assessment of in situ beam–column strength through probing and machine learning

in Computational Methods in Structural Engineering

Jin Terng Ma
Luke Lapira
M. Ahmer Wadee

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1492235

1,762 views
2 citations

Original Research

Published on 10 Dec 2024

Identification of the factors influencing the liquid sloshing wave height in a sloped bottom tank under horizontal excitation using PCA approach

in Computational Methods in Structural Engineering

Wenhao Ren
Zuowei Zhong

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1488236

1,421 views

Original Research

Published on 05 Nov 2024

Validation of vibration reduction in barge-type floating offshore wind turbines with oscillating water columns through experimental and numerical analyses

in Computational Methods in Structural Engineering

Payam Aboutalebi
Aitor J. Garrido
Julieta Schallenberg-Rodriguez
Izaskun Garrido

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1497123

1,867 views
8 citations

Original Research

Published on 08 Aug 2024

A framework for computer vision for virtual-realistic multi-axial real-time hybrid simulation

in Computational Methods in Structural Engineering

W. Saeger
P. Miranda
G. Toledo
C. E. Silva
A. Ozdagli
F. Moreu

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1415032

9,231 views
2 citations

Original Research

Published on 01 Aug 2024

Reliability analysis of mooring chains for floating offshore wind turbines

in Computational Methods in Structural Engineering

Guangming Li
Tianguo Pan
Ruming Feng
Liyun Zhu

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1463682

3,866 views
3 citations

Original Research

Published on 08 Jul 2024

Robust decentralized adaptive compensation for the multi-axial real-time hybrid simulation benchmark

in Computational Methods in Structural Engineering

María Quiroz
Cristóbal Gálmez
Gastón A. Fermandois

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1394952

2,607 views
5 citations

Original Research

Published on 22 Feb 2024

Regional climate change adaptation planning: a case study on single-story wooden-frame residential buildings vulnerable to hurricane winds in selected US coastal locations

in Computational Methods in Structural Engineering

Babak Salarieh
Abdullahi M. Salman

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1273311

5,666 views
3 citations

Editorial

Published on 18 Jan 2024

Editorial: Rising stars in built environment

in Computational Methods in Structural Engineering

Salman Azhar
Giovanni Castellazzi
Ümit Işıkdağ
Panrawee Rungskunroch
Nicolò Vaiana

Frontiers in Built Environment

doi 10.3389/fbuil.2024.1303181

2,714 views

135 articles

articles

Comparative Evaluation of Supervised Machine Learning Models in the Non-Destructive Strength Prediction of Steel Fiber Reinforced Concrete

Beyond fragility: physics-driven neural surrogates for seismic resilience prediction of bridges

Optimal Placement of Seismic Barriers for Enhancing the Performance of Steel Moment-Resisting Frames Against Earthquakes

Interpretable machine learning for predicting the bearing capacity of double shear-bolted connections: a data-driven evaluation

Numerical investigation of a novel steel connection for panelized modular houses

Evaluation of MobileNetV3-Large for crack classification across low- and high-resolution images

Forecasting bond strength of various FRP bars with different surface characteristics in concrete using machine learning models

Stacked ensemble and SHAP-based approach for predicting plastic rotational capacity in RC columns

Wind tunnel testing to study turbulent wind field effect on wind load and wind-induced response of TV tower

Data-driven models for human–structure interaction based on MLP and NARX neural networks

Comprehensive analysis of a single-story single-bay RC frame with varied reinforcement detailing

Responsible AI in structural engineering: a framework for ethical use

Comparative study of NLFE models for simulating settlement-induced damage in masonry façades: macro- and simplified micro-models

Research on a risk assessment model for dense urban cable channels based on fuzzy mathematics

Geometric characterization of locally corroded surfaces in steel bridge girders

Integrating feedback control for improved human-structure interaction analysis

Enhancing the assessment of in situ beam–column strength through probing and machine learning

Identification of the factors influencing the liquid sloshing wave height in a sloped bottom tank under horizontal excitation using PCA approach

Validation of vibration reduction in barge-type floating offshore wind turbines with oscillating water columns through experimental and numerical analyses

A framework for computer vision for virtual-realistic multi-axial real-time hybrid simulation

Reliability analysis of mooring chains for floating offshore wind turbines

Robust decentralized adaptive compensation for the multi-axial real-time hybrid simulation benchmark

Regional climate change adaptation planning: a case study on single-story wooden-frame residential buildings vulnerable to hurricane winds in selected US coastal locations

Editorial: Rising stars in built environment