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Coupled Two-Dimensional Surface Flow and Three-Dimensional Subsurface Flow Modeling for Drainage of Permeable Road Pavement
Publisher: American Society of Civil Engineers
A Surrogate Model for Shallow Water Equations Solvers with Deep Learning
Publisher: ASCE
Abstract: Physics-based models (PBMs), such as shallow water equations (SWEs) solvers, have been widely used in flood simulation and river hydraulics analysis. However, they are usually computationally expensive and unsuitable for ...
Applying Knowledge-Guided Machine Learning to Slope Stability Prediction
Publisher: ASCE
Abstract: Slope stability prediction is an important task in geotechnical engineering which can be achieved through physics-based or data-driven approaches. Physics-based approaches rely on geotechnical knowledge from soil mechanics, ...
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