🌍 Earth Science

🧠 NeurIPS2026 · 1 paper notes

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ThousandWorlds: A benchmark for climate emulation of potentially habitable exoplanets

ThousandWorlds standardizes 1,689 simulations of tidally locked waterworlds from five global climate models into a low-data parameter-to-mean-climate-field benchmark, measures practical emulator accuracy against same-planet GCM disagreement, and reports a normalized geometric-mean RMSE of 0.462 for GPLFR on the full benchmark.