Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach

A short-term building cooling load prediction method using deep learning algorithms

Cheng Fan, Fu Xiao, Yang Zhao · Applied Energy · 2017 · 676 citations · Full text

Engineering, Building Science, Computer Science +16

Interpretable XGBoost-SHAP Machine-Learning Model for Shear Strength Prediction of Squat RC Walls

De‐Cheng Feng, Wenjie Wang, Sujith Mangalathu et al. · Journal of Structural Engineering · 2021 · 421 citations

Computing, Civil Engineering, Computer Science +17

Symbolic regression in materials science

MRS Communications · 2019 · 275 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +4

Prediction of heating and cooling loads based on light gradient boosting machine algorithms

Jiaxin Guo, Sining Yun, Yao Meng et al. · Building and Environment · 2023 · 157 citations

Engineering, Computational Engineering, Data Science +14

Early predicting cooling loads for energy-efficient design in office buildings by machine learning

Ngoc-Tri Ngo · Energy and Buildings · 2018 · 126 citations

Engineering, Architectural Engineering, Building Science +16