Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling - Perdikaris, P.; Raissi, M.; Damianou, A.; Lawrence, N. D.; Karniadakis, G. E. (Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences, 2017)
Keywords: Algorithms; Autoregressive processes; Bayesian Inference; Complexity; Computational fluid dynamics; Computer simulation; Correlation; Data integration; Deep Learning; Gaussian distribution; Gaussian process; Gaussian Processes; Multisensor fusion; Statistical analysis; Trends; Uncertainty Quantification; deep learning; uncertainty quantification; Bayesian inference; Gaussian processes