Mathematical Problems in Engineering

Artificial Intelligence for Civil Engineering


Publishing date
01 Feb 2021
Status
Closed
Submission deadline
18 Sep 2020

1Dalian University of Technology, Dalian, China

2Central South University, Changsha, China

3Southwest Jiaotong University, Chengdu, China

4University of Malaya, Kuala Lumpur, Malaysia

This issue is now closed for submissions.

Artificial Intelligence for Civil Engineering

This issue is now closed for submissions.

Description

Artificial Intelligence (AI) provides a wide range of applications in current society, including predicting, classifying, and solving both social and scientific problems. Civil engineering, as one of the oldest and most traditional engineering disciplines, covers various aspects of the built environment, from design and construction to maintenance. Civil engineering provides ample practical scope for applications of AI; in turn, AI can improve the quality of human life and originate novel approaches to solving engineering problems.

AI methods and techniques, including neural networks, evolutionary computation, fuzzy logic systems, and deep learning, have rapidly evolved over the recent decades. Recently, AI algorithms have attracted close attention from researchers and have also been applied successfully to solve problems in civil engineering, for example informing unmanned, intelligent, and fully automatic urban and regional planning, as well as developing new technologies civil engineering design, construction, maintenance, and disaster management.

This Special Issue aims to collate original articles about AI applied to civil engineering and will present important results of work based on fuzzy control, neural networks, evolutionary computation, and hybrid intelligent systems, as well as deep learning. The works can be applied research, development of new procedures or components, original application of existing knowledge, or new design approaches. Review articles describing the state of the art are also welcomed.

Potential topics include but are not limited to the following:

  • AI for modelling of civil engineering
  • Intelligent optimisation methods in civil engineering
  • Intelligent civil engineering materials and structures
  • AI-based structural health monitoring
  • Intelligent structural design
  • Intelligent construction
  • Intelligent management and maintenance
  • Intelligent disaster prevention

Articles

  • Special Issue
  • - Volume 2020
  • - Article ID 8857369
  • - Research Article

Experimental Study on Structural Mechanics of Asphalt Pavement by Digital Speckle Correlation Methods

Hailiang Xu | Hehuan Ren | ... | Xu Guo
  • Special Issue
  • - Volume 2020
  • - Article ID 8861801
  • - Research Article

Evaluating Construction Risks of Modified Shield Machine Applicable to Soft Soils Based on Fuzzy Comprehensive Evaluation Method

Qingfei Luo | Wei Li | ... | Xinru Chen
  • Special Issue
  • - Volume 2020
  • - Article ID 8862067
  • - Research Article

Projection of Future Hydropower Generation in Samanalawewa Power Plant, Sri Lanka

Bhabishya Khaniya | Chamaka Karunanayake | ... | Upaka Rathnayake
  • Special Issue
  • - Volume 2020
  • - Article ID 7240129
  • - Research Article

Concrete Cracks Detection Using Convolutional NeuralNetwork Based on Transfer Learning

Chao Su | Wenjun Wang
  • Special Issue
  • - Volume 2020
  • - Article ID 4310791
  • - Research Article

Improving Voting Feature Intervals for Spatial Prediction of Landslides

Binh Thai Pham | Tran Van Phong | ... | Indra Prakash
  • Special Issue
  • - Volume 2020
  • - Article ID 3718174
  • - Research Article

The Optimization Research of Diesel Cylinder Gasket Parameters Based on Hybrid Neutral Network and Improved Grey Wolf Algorithm

Yi Dong | Jianmin Liu | ... | Tianqi Wang
  • Special Issue
  • - Volume 2020
  • - Article ID 3153670
  • - Research Article

Study on the Intelligent Evaluation System of Tunnel Frost Damage in Cold Regions Based on the Fuzzy Comprehensive Evaluation Model

Dao-yuan Wang | Yong-quan Zhu | ... | Jin-xiu Yuan
  • Special Issue
  • - Volume 2020
  • - Article ID 5734720
  • - Research Article

Applications of the RST Algorithm to Nonlinear Systems in Real-Time Hybrid Simulation

Yu Tang | Hui Qin
Mathematical Problems in Engineering
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