This report discusses the challenges associated with geotechnical design through a review
of research on the reliability analysis of geotechnical structures. This report is organized into …

After recent large earthquakes, field investigations confirmed that several bridges were
severely damaged and collapsed not only due to the earthquake, as an independent …

A method is proposed for simultaneously estimating the trend and random component of soil
properties at arbitrary locations using Gaussian process regression with the superposition of …

This paper proposes a novel probabilistic methodology for estimating the life-cycle reliability
of existing reinforced concrete (RC) bridges under multiple hazards. The life-cycle reliability …

Although several models are available for evaluating the structural performance of corroded
reinforced concrete (RC) structures, seismic reliability assessments considering the effect of …

Geotechnical engineering continuously faces the challenge of accurately assessing a wide
array of physical properties from limited soil data. To solve this problem using a data-driven …

This fundamental study investigates how “super-resolution” technology based on sparse
modeling, which has attracted attention in various fields, can be applied to the information …

After recent large earthquakes, field investigations confirmed that several bridges were
severely damaged and collapsed not only due to the earthquake, as an independent …

A finite‐element method (FEM) analysis incorporating with random field theory is a powerful
tool to predict the behavior of ground improvement by deep cement mixing with spatial …

Traditionally, both domestic and international design codes have adopted the partial factor
format, which is widely acknowledged as Level I reliability-based design methods. In the …