Author

J. Jakeman

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

Risk-Aware Goal-Oriented Bayesian Optimal Experimental Design

A risk-aware framework that composes risk at three levels, each generalizing an ingredient of classical $I- and $G-optimal design: a deviation measure of the posterior predictive uncertainty, a risk measure across the prediction domain, and a risk measure over datasets.

J. Jakeman, Rebekah White, B. G. van Bloemen Waanders et al. · 0 citations

Boosting Efﬁciency and Reducing Graph Reliance: Basis Adaptation Integration in Bayesian Multi-Fidelity Networks

This paper presents a multi-ﬁdelity method that leverages dimension reduction to enhance the correlation between models, thereby reducing the amount of data needed to train a surrogate from an unordered ensemble of models.

Xiao-Shu Zeng, G. Geraci, A. Gorodetsky et al. · 1 citation