Optimization Design of Fairings for VIV Suppression Based on Data-Driven Models and Genetic Algorithm

The multi-objective optimization of combustion system operations based on deep data-driven models

Zhenhao Tang, Zijun Zhang · Energy · 2019 · 93 citations

Computing, Computational Engineering, Industrial Engineering +16

A simplified method to predict fatigue damage of TTR subjected to short-term VIV using artificial neural network

Eileen Wee Chin Wong, Do Kyun Kim · Advances in Engineering Software · 2018 · 82 citations

Engineering, Materials Engineering, Materials Science +17

Adaptive learning based data-driven models for predicting hourly building energy use

Liping Wang, Robert F. Kubichek, Xiaohui Zhou · Energy and Buildings · 2017 · 76 citations

Architecture, Architectural Engineering, Building Science +16

Vortex-induced vibration and structure instability for a circular cylinder with flexible splitter plates

Shengping Liang, Jiasong Wang, Bohan Xu et al. · Journal of Wind Engineering and Industrial Aerodynamics · 2018 · 72 citations

Engineering, Aerospace Engineering, Mechanical Engineering +17

Observational data-driven modeling and optimization of manufacturing processes

Najibesadat Sadati, Ratna Babu Chinnam, Milad Zafar Nezhad · Expert Systems with Applications · 2017 · 71 citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +14