Akbari, Saeed; Dabaghian, Pedram H.; San, Omer Blending machine learning and sequential data assimilation over latent spaces for surrogate modeling of Boussinesq systems. (English) Zbl 07683345 Physica D 448, Article ID 133711, 17 p. (2023). MSC: 68Txx PDFBibTeX XMLCite \textit{S. Akbari} et al., Physica D 448, Article ID 133711, 17 p. (2023; Zbl 07683345) Full Text: DOI
Maulik, Romit; Botsas, Themistoklis; Ramachandra, Nesar; Mason, Lachlan R.; Pan, Indranil Latent-space time evolution of non-intrusive reduced-order models using Gaussian process emulation. (English) Zbl 07493969 Physica D 416, Article ID 132797, 17 p. (2021). MSC: 65P99 37M99 68T07 76B15 PDFBibTeX XMLCite \textit{R. Maulik} et al., Physica D 416, Article ID 132797, 17 p. (2021; Zbl 07493969) Full Text: DOI arXiv
Gao, Han; Wang, Jian-Xun; Zahr, Matthew J. Non-intrusive model reduction of large-scale, nonlinear dynamical systems using deep learning. (English) Zbl 1489.93013 Physica D 412, Article ID 132614, 12 p. (2020). MSC: 93B11 93A15 93C10 68T07 PDFBibTeX XMLCite \textit{H. Gao} et al., Physica D 412, Article ID 132614, 12 p. (2020; Zbl 1489.93013) Full Text: DOI arXiv
Ahmed, Shady E.; San, Omer; Rasheed, Adil; Iliescu, Traian A long short-term memory embedding for hybrid uplifted reduced order models. (English) Zbl 1505.76071 Physica D 409, Article ID 132471, 16 p. (2020). MSC: 76M99 76D05 76D99 68T05 PDFBibTeX XMLCite \textit{S. E. Ahmed} et al., Physica D 409, Article ID 132471, 16 p. (2020; Zbl 1505.76071) Full Text: DOI arXiv
Maulik, Romit; San, Omer; Jacob, Jamey D. Spatiotemporally dynamic implicit large eddy simulation using machine learning classifiers. (English) Zbl 1489.76030 Physica D 406, Article ID 132409, 12 p. (2020). MSC: 76F65 76M99 68T05 PDFBibTeX XMLCite \textit{R. Maulik} et al., Physica D 406, Article ID 132409, 12 p. (2020; Zbl 1489.76030) Full Text: DOI