Latent-Variable Learning of SPDEs via Wiener Chaos

Sebastian Zeng, Andreas Petersson, Wolfgang Bock

We study the problem of learning the law of linear stochastic partial differential equations (SPDEs) with additive Gaussian forcing from spatiotemporal observations. Most existing…