A score-based generative emulator on a spherical mesh produces joint distributions of impact-relevant climate variables that closely match three parent ESMs in pre-industrial and forced regimes, with errors small relative to internal variability.
The Shared Socioeconomic Pathways and their energy, land use, and greenhouse gas emissions implications: An overview.Global environmental change, 42:153–168, 2017
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Score-based generative emulation of impact-relevant Earth system model outputs
A score-based generative emulator on a spherical mesh produces joint distributions of impact-relevant climate variables that closely match three parent ESMs in pre-industrial and forced regimes, with errors small relative to internal variability.