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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Soung Eil Houng

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Oct 2026

Scalable Scenario‐Based Regional Earthquake Risk Assessment via Gaussianized Ground‐Motion‐Damage Modeling and PPCA

In scenario‐based regional risk modeling, the traditional workflow simulates spatially correlated ground motions, and subsequently samples building damage states from lognormal fragility functions. In this procedure, the dimensionality grows with the number of assets () and quickly becomes computationally prohibitive...

Soung Eil Houng, L. Ceferino · 0 citations

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