Conclusions Geotechnical engineering is a sub-discipline of civil engineering and can be defined as the use of earth material (soil and rock) for improving and defending society and life. Until about the last 100 years geotechnical engineering was largely empirical and based on observation and careful reflection. Remarkable scientific advancement in this specialty within civil engineering has ...
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Abstract Characterizing spatially variable hydraulic properties in geotechnical subsurface systems is a high-dimensional and ill-posed inverse problem, particularly in unsaturated flow conditions. We introduce TKLE-BPINN, a novel Bayesian framework that integrates Bayesian physics-informed neural networks (B-PINNs) with truncated Karhunen–Loève expansion (KLE) to address these challenges ...
Canadian Geotechnical Journal features work related to new developments in geotechnical and geoenvironmental engineering and applied sciences. The topics of papers include soil and rock mechanics, material properties and fundamental behaviour, site characterization, foundations, excavations, tunnels, dams and embankments, slopes, landslides, geological and rock engineering, ground improvement ...
The concept of sustainability in geotechnical engineering encompasses more than environmental conservation. It integrates economic, social, and ecological dimensions into the design and implementation of infrastructure systems. This paradigm shift aligns with the broader global transition toward sustainable development, demanding that geotechnical solutions minimize carbon emissions, enhance ...
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Our study establishes optimal synergistic eco-geotechnical patterns by combining different S-shaped vegetation filter strip with different geotechnical engineering that accommodate diverse frequence and scale of debris flow mitigation requirements while examining the benefits and mechanisms of energy dissipation and sediment interception.