ML4EOContent License: Creative Commons Attribution 4.0 International (CC-BY-4.0)Credit must be given to the creatorDownloadsCoordinate-Based InterpolationJ. Emmanuel JohnsonCSIC UCM IGEO f:RDs×R+×RDθ→RDz\boldsymbol{f} : \mathbb{R}^{D_s}\times\mathbb{R}^+\times\mathbb{R}^{D_\theta}\rightarrow\mathbb{R}^{D_z}f:RDs×R+×RDθ→RDz(1)Functa: A Physics-Informed IntroductionWhy naive MLPs don’t work - FF, SIRENSpatial Coordinate EncodersTemporal Coordinate EncodersPINNsHow to Train your FunctaModulationScalingHashingGeo InterpolationNon-Parametric InterpolationGeo InterpolationField-Based