no code implementations • 24 Jan 2020 • Daniel Kressner, Jonas Latz, Stefano Massei, Elisabeth Ullmann
Many techniques for data science and uncertainty quantification demand efficient tools to handle Gaussian random fields, which are defined in terms of their mean functions and covariance operators.
1 code implementation • 23 Jul 2018 • Matthieu Bulté, Jonas Latz, Elisabeth Ullmann
Importantly, the particle filters enable the adaptive updating of the estimate for $g$ as new observations become available.
Computation Numerical Analysis