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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

B. W. Maurer

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2 papers indexed here

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Preprint Aug 2026

U.S. National Liquefaction Hazard Maps and their Implications for Engineering Practice and Policy

This study introduces U.S. national liquefaction hazard maps (NLHMs) developed using a mechanics-informed, geospatial machine learning model which surrogates state-of-practice liquefaction models, exploits a large library of geospatial predictors to infer subsurface conditions, and is anchored to measured conditions wi...

M. D. Sanger, Victoria P. Zdanovski, B. W. Maurer · 0 citations
Preprint Aug 2026

Network-Scale Road Disruption from Liquefaction in Cascadia Subduction Zone Earthquakes

This paper presents a mechanics-informed, data-driven framework for modeling liquefaction-induced disruption of roadway networks following a magnitude-9 earthquake on the Cascadia Subduction Zone (CSZ). Liquefaction hazard is predicted using a geospatial liquefaction model trained on more than 37,000 cone penetration t...

M. D. Sanger, O. Blaze-Smith, B. W. Maurer et al. · 0 citations

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