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stat.AP2026
Bayesian Emulation of Multi-fidelity Earth System Modelling Using Hierarchical Gaussian Processes
Xiaoyu Xiong, Louise Kimpton, Huiyi Yang +3
Multi-fidelity Earth system models provide simulations at different levels of complexity and computational cost, but exhaustive exploration of the parameter space at the highest fi…
stat.AP2025
Policy Robustness & Uncertainty in Model-based Decision Support for the Energy Transition
Ian J. Burton, Femke J. M. M. Nijsse, James M. Salter
Climate policy modelling is a key tool for assessing mitigation strategies in complex systems, where uncertainty is inherent and unavoidable. We present a general methodology for e…