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Yasuko Kawahata

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#diffusion models Open access Oct 2026

Intelligent Asset Management of Aging Infrastructure: Unveiling Non-Linear Degradation and Negative Resilience via Massive-Scale SDE Simulations

Conventional infrastructure asset management relies heavily on continuous, linear degradation models, which often fail to capture sudden macroscopic failures. This study computationally explores these limitations by investigating non-linear degradation processes under specified boundary conditions. We propose a stochas...

Yasuko Kawahata, Noriaki Maeda, Shunsuke Hatadani · 0 citations

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