FASSt-simulation/elm-emulator-uq: v1.0.0 – Initial release for JAMES submission

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Authors: Zhongjing Jiang
Cited by: 1

Abstract

Initial public release of the research code accompanying the JAMES submission: "A framework for parametric and predictive uncertainty quantification in the E3SM Land Model: Assessing site and observable generalizability" This repository contains scripts and notebooks used for: Gaussian process emulator training Sobol-based global sensitivity analysis Bayesian calibration and probabilistic prediction Reproducing all main-text and supplementary figures

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
15 February 2026