[图书][B] Risk and reliability analysis

P Gardoni - 2017 - Springer
Natural and anthropogenic hazards pose significant risks to individuals and communities.
Over the past few decades, risk and reliability analysis have gone from a specialty topic to a …

A unified framework for multilevel uncertainty quantification in Bayesian inverse problems

JB Nagel, B Sudret - Probabilistic Engineering Mechanics, 2016 - Elsevier
In this paper a unified probabilistic framework for solving inverse problems in the presence
of epistemic and aleatory uncertainty is presented. The aim is to establish a flexible theory …

Probabilistic back analysis based on Bayesian and multi-output support vector machine for a high cut rock slope

S Li, H Zhao, Z Ru, Q Sun - Engineering Geology, 2016 - Elsevier
Uncertainty of geomechanical parameters is an important consideration for rock engineering
and has a very important influence on safety evaluation, design, and construction. Back …

Evaluating seismic soil liquefaction potential using bayesian belief network and C4. 5 decision tree approaches

M Ahmad, XW Tang, JN Qiu, F Ahmad - Applied Sciences, 2019 - mdpi.com
Liquefaction is considered a damaging phenomenon of earthquakes and a major cause of
concern in civil engineering. Therefore, its predictory assessment is an essential task for …

Evaluating the effectiveness of ground motion intensity measures through the lens of causal inference

HV Burton, JW Baker - Earthquake Engineering & Structural …, 2023 - Wiley Online Library
When solving the performance‐based earthquake engineering (PBEE) integral, the
engineering demand parameters (EDPs) are assumed to be independent of the “upstream” …

Hydro-geomorphic assessment of erosion intensity and sediment yield initiated debris-flow hazards at Wadi Dahab Watershed, Egypt

SM Abuzied, B Pradhan - … Assessment and Management of Risk for …, 2021 - Taylor & Francis
This study attempts to assess slope and channel erosion for modelling their implications on
debris-flow occurrences in Wadi Dahab Watershed (WDW). Remote sensing and …

Earthquake disaster risk index for Canadian cities using Bayesian belief networks

G Cockburn, S Tesfamariam - … of Risk for Engineered Systems and …, 2012 - Taylor & Francis
Devastation observed from global earthquakes highlights the need for a decision-making
tool to aid in prioritisation and resource allocation for seismic risk management. In this …

Probabilistic seismic hazard analysis for China based on Bayesian network

C Liu, DG Lu - Seismological Research Letters, 2024 - pubs.geoscienceworld.org
Bayesian network (BN) has important applications in disaster risk analysis due to its unique
causal structure and probabilistic characteristics. This research begins with a detailed …

Framework for post-earthquake risk assessment and decision making for infrastructure systems

M Bensi, AD Kiureghian, D Straub - ASCE-ASME Journal of Risk …, 2015 - ascelibrary.org
The Bayesian network (BN) and influence diagram (ID) are used to develop a framework for
post-earthquake risk assessment and decision making for infrastructure systems. The BN is …

A hybrid approach for evaluating CPT-based seismic soil liquefaction potential using Bayesian belief networks

A Mahmood, X Tang, J Qiu, W Gu, A Feezan - Journal of Central South …, 2020 - Springer
Discernment of seismic soil liquefaction is a complex and non-linear procedure that is
affected by diversified factors of uncertainties and complexity. The Bayesian belief network …