2 papers
stat.ME2024
A parameterization of anisotropic Gaussian fields with penalized complexity priors
Liam Llamazares-Elias, Jonas Latz, Finn Lindgren
Gaussian random fields (GFs) are fundamental tools in spatial modeling and can be represented flexibly and efficiently as solutions to stochastic partial differential equations (SP…
math.NA2024
Data-driven approximation of Koopman operators and generators: Convergence rates and error bounds
Liam Llamazares-Elias, Samir Llamazares-Elias, Jonas Latz +1
Global information about dynamical systems can be extracted by analysing associated infinite-dimensional transfer operators, such as Perron--Frobenius and Koopman operators as well…