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spatiotemporal-foundation-models

topic1 events
papersTODAY 04:00 UTC

Uncertainty Quantification Method Proposed for Earth System Foundation Models

A new arXiv preprint addresses how to quantify uncertainty in spatiotemporal foundation models used for Earth system modeling. The authors frame the problem around decision-making and risk control rather than pure prediction accuracy. The work aims to make such models more reliable when their outputs inform real-world choices.

research/uncertainty-quantification/earth-science/foundation-models