CUTS-GPR performs numerically exact Gaussian process regression with near-linear scaling in training points N and low-order polynomial scaling in dimensions D by exploiting additive kernels on incomplete grids.
Biswas , author J
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Detection operator in 2D electronic spectroscopy operationally defines dephasing, with coherent emission retaining standard T2 connection while population observables encode population redistribution leading to distinct apparent linewidths.
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Don't Get Your Kroneckers in a Twist: Gaussian Processes on High-Dimensional Incomplete Grids
CUTS-GPR performs numerically exact Gaussian process regression with near-linear scaling in training points N and low-order polynomial scaling in dimensions D by exploiting additive kernels on incomplete grids.
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Detection Defines Dephasing in Two-Dimensional Electronic Spectroscopy of Materials: Coherent Field Emission versus Incoherent Population Observables
Detection operator in 2D electronic spectroscopy operationally defines dephasing, with coherent emission retaining standard T2 connection while population observables encode population redistribution leading to distinct apparent linewidths.