Prediction of GHG emissions from Chengdu Metro in the construction stage based on WOA-DELM

Optimization of random forest through the use of MVO, GWO and MFO in evaluating the stability of underground entry-type excavations

(2022) Jian Zhou et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Embodied GHG emissions of high speed rail stations: Quantification, data-driven prediction and cost-benefit analysis

(2022) Siyi Jia et al.   Journal of Cleaner Production

Data mining with 12 machine learning algorithms for predict costs and carbon dioxide emission in integrated energy-water optimization model in buildings

(2021) Majid Emami Javanmard et al.   ENERGY CONVERSION AND MANAGEMENT

Prediction analysis of deflection in the construction of composite box-girder bridge with corrugated steel webs based on MEC-BP neural networks

(2021) Xudong Wang et al.   Structures

Environmental impact analysis for the construction of subway stations: Comparison between open-excavation and underground-excavation scheme

(2021) Minghui Liu et al.   ENVIRONMENTAL IMPACT ASSESSMENT REVIEW

Predicting GHG emissions from subway lines in the planning stage on a city level

(2020) Minghui Liu et al.   JOURNAL OF CLEANER PRODUCTION

Predicting the carbon dioxide emission of China using a novel augmented hypo-variance brain storm optimisation and the impulse response function

(2020) Kofi Baah Boamah et al.   ENVIRONMENTAL TECHNOLOGY

Swarm-based optimization as stochastic training strategy for estimation of reference evapotranspiration using extreme learning machine

(2020) Min Yan Chia et al.   AGRICULTURAL WATER MANAGEMENT

A multi-stage method to predict carbon dioxide emissions using dimensionality reduction, clustering, and machine learning techniques

(2020) Abbas Mardani et al.   JOURNAL OF CLEANER PRODUCTION

Evaluation of mitigation potential of GHG emissions from the construction of prefabricated subway station

(2019) Minghui Liu et al.   JOURNAL OF CLEANER PRODUCTION

A quota-based GHG emissions quantification model for the construction of subway stations in China

(2018) Minghui Liu et al.   JOURNAL OF CLEANER PRODUCTION

Calculation of life-cycle greenhouse gas emissions of urban rail transit systems: A case study of Shanghai Metro

(2018) Ye Li et al.   RESOURCES CONSERVATION AND RECYCLING

Atom search optimization and its application to solve a hydrogeologic parameter estimation problem

(2018) Weiguo Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Emission transition of greenhouse gases with the surrounding rock weakened – A case study of tunnel construction

(2018) Jianfeng Xu et al.   JOURNAL OF CLEANER PRODUCTION

Life cycle evaluation of greenhouse gas emissions of a highway tunnel: A case study in China

(2018) Chun Guo et al.   JOURNAL OF CLEANER PRODUCTION

Prediction of particular matter concentrations by developed feed-forward neural network with rolling mechanism and gray model

(2015) Minglei Fu et al.   NEURAL COMPUTING & APPLICATIONS

Life cycle greenhouse gas assessment of infrastructure construction for California’s high-speed rail system

(2011) Brenda Chang et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT