Yang Liu

Automated Pixel‐Level Pavement Crack Detection on 3D Asphalt Surfaces with a Recurrent Neural Network

Allen Zhang, Kelvin C. P. Wang, Yue Fei et al. · Computer-Aided Civil and Infrastructure Engineering · 2018 · 278 citations

Data-driven modeling for boiling heat transfer: Using deep neural networks and high-fidelity simulation results

Yang Liu, Nam Dinh, Yohei Sato et al. · Applied Thermal Engineering · 2018 · 138 citations · Full text

Data-driven Modeling, Thermodynamic Modelling, Heat Transfer Process +13

Degradation and cytotoxicity of lotus-type porous pure magnesium as potential tissue engineering scaffold material

Xuenan Gu, Wenxiong Zhou, Yufeng Zheng et al. · Materials Letters · 2010 · 121 citations

Tissue Engineering, Materials Science, Regenerative Medicine +8

Uncertainty quantification of pollutant source retrieval: comparison of Bayesian methods with application to the Chernobyl and Fukushima Daiichi accidental releases of radionuclides

Yang Liu, Jean‐Matthieu Haussaire, Marc Bocquet et al. · Quarterly Journal of the Royal Meteorological Society · 2017 · 67 citations

Pollutant Source Retrieval, Environmental Monitoring, Engineering +20

Uncertainty quantification for Multiphase-CFD simulations of bubbly flows: a machine learning-based Bayesian approach supported by high-resolution experiments

Yang Liu · Reliability Engineering & System Safety · 2021 · 63 citations · Full text

Engineering, Uncertainty Quantification, Fluid Mechanics +8