Scaled Block Vecchia Approximation for High-Dimensional Gaussian Process Emulation on GPUs

Qilong Pan, Sameh Abdulah, Mustafa Abduljabbar +8

Emulating computationally intensive scientific simulations is crucial for enabling uncertainty quantification, optimization, and informed decision-making at scale. Gaussian Process…