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
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
San, Omer; Maulik, Romit; Ahmed, Mansoor An artificial neural network framework for reduced order modeling of transient flows. (English) Zbl 1479.76082 Commun. Nonlinear Sci. Numer. Simul. 77, 271-287 (2019). MSC: 76M99 76D33 68T05 92B20 PDFBibTeX XMLCite \textit{O. San} et al., Commun. Nonlinear Sci. Numer. Simul. 77, 271--287 (2019; Zbl 1479.76082) Full Text: DOI arXiv