19 citations · 41 across the 6 of their papers we have counts for
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physics.data-an2016★ 19 cited
Multi-model Cross Pollination in Time
Hailiang Du, Leonard A. Smith
Predictive skill of complex models is often not uniform in model-state space; in weather forecasting models, for example, the skill of the model can be greater in populated regions…
physics.data-an2014★ 1 cited
Rising Above Chaotic Likelihoods
Hailiang Du, Leonard A. Smith
Berliner (Likelihood and Bayesian prediction for chaotic systems, J. Am. Stat. Assoc. 1991) identified a number of difficulties in using the likelihood function within the Bayesian…
physics.data-an2012★ 18 cited
Parameter Estimation Through Ignorance
Hailiang Du, Leonard A. Smith
Dynamical modelling lies at the heart of our understanding of physical systems. Its role in science is deeper than mere operational forecasting, in that it allows us to evaluate th…