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stat.CO2026
Multifidelity Computer Model Emulation Via Diffusion Model Steering and Targeted Maximum Likelihood
Jongmin Mun
We develop a multifidelity method for fusing low-resolution simulations with computationally expensive high-resolution simulations, which are run infrequently and are therefore pro…
stat.ME2026
Hybrid Partial Least Squares Regression with Multiple Functional and Scalar Predictors
Jongmin Mun, Jeong Hoon Jang
Motivated by renal imaging studies that combine renogram curves with pharmacokinetic and demographic covariates, we propose Hybrid partial least squares (Hybrid PLS) for simultaneo…