Brian Sheil

Physics-Informed Multifidelity Residual Neural Networks for Hydromechanical Modeling of Granular Soils and Foundation Considering Internal Erosion

Pin Zhang, Zhen‐Yu Yin, Yin‐Fu Jin et al. · Journal of Engineering Mechanics · 2022 · 71 citations

Engineering, Neural Network, Computational Mechanics +16

Segmentation of large-scale masonry arch bridge point clouds with a synthetic simulator and the BridgeNet neural network

Yixiong Jing, Brian Sheil, Sinan Acikgoz · Automation in Construction · 2022 · 70 citations · Full text

Geometric Learning, Engineering, Machine Learning +25

A physics-informed data-driven approach for consolidation analysis

Pin Zhang, Zhen‐Yu Yin, Brian Sheil · Géotechnique · 2022 · 70 citations

Engineering, Machine Learning, Consolidation Pdes +22

Physics‐constrained hierarchical data‐driven modelling framework for complex path‐dependent behaviour of soils

Pin Zhang, Zhen‐Yu Yin, Yin‐Fu Jin et al. · International Journal for Numerical and Analytical Methods in Geomechanics · 2022 · 54 citations

Geotechnical Engineering, Soil Dynamics, Traditional Lstm +15

Identifying characteristics of pipejacking parameters to assess geological conditions using optimisation algorithm-based support vector machines

Wen-Chieh Cheng, Xuedong Bai, Brian Sheil et al. · Tunnelling and Underground Space Technology · 2020 · 53 citations · Full text

Geotechnical Engineering, Engineering, Civil Engineering +8