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Improving disaster resilience with causal machine learning for flood damage estimation

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Machine Learning (ML) models have become a pivotal tool in the scientific community, successfully addressing complex problems across various domains, including flood risk management. Despite these advancements, traditional data-driven models often struggle whe... ...