Scalable variational learning for noisy-OR Bayesian networks with normalizing flows for complex cascading disaster systems
Abstract Sudden-onset disasters like earthquakes trigger multiple cascading hazards and impacts, causing human and economic losses. While remote sensing technologies enable rapid hazard assessment, current methods have two key limitations: they struggle to decouple co-located hazards and impacts, an...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-04-01
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| Series: | npj Natural Hazards |
| Online Access: | https://doi.org/10.1038/s44304-025-00080-9 |
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