7 citations · 26 across the 12 of their papers we have counts for
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stat.ME2026
A Residual Tree Gaussian Process Modeling Framework for High-Dimensional Data
Pulong Ma, Li Ma
With the advance of measurement technologies and increasing computing power, large spatial data with heterogeneous structures are often collected over high-dimensional domains. Exi…
stat.ME2026
Multivariate Gaussian process emulation for multifidelity computer models with high-dimensional spatial outputs
Cyrus S. McCrimmon, Pulong Ma
Risk assessment of hurricane-driven storm surge relies on deterministic computer models that produce outputs over a large spatial domain. The surge models can often be run at a ran…