Ando, Kazuto; Onishi, Keiji; Bale, Rahul; Kuroda, Akiyoshi; Tsubokura, Makoto Nonlinear reduced-order modeling for three-dimensional turbulent flow by large-scale machine learning. (English) Zbl 07761056 Comput. Fluids 266, Article ID 106047, 16 p. (2023). MSC: 76-XX PDFBibTeX XMLCite \textit{K. Ando} et al., Comput. Fluids 266, Article ID 106047, 16 p. (2023; Zbl 07761056) Full Text: DOI
He, Xiaolong; Choi, Youngsoo; Fries, William D.; Belof, Jonathan L.; Chen, Jiun-Shyan gLaSDI: parametric physics-informed greedy latent space dynamics identification. (English) Zbl 07705908 J. Comput. Phys. 489, Article ID 112267, 32 p. (2023). MSC: 65Mxx 65Nxx 76Mxx PDFBibTeX XMLCite \textit{X. He} et al., J. Comput. Phys. 489, Article ID 112267, 32 p. (2023; Zbl 07705908) Full Text: DOI arXiv
Zhang, Bo Airfoil-based convolutional autoencoder and long short-term memory neural network for predicting coherent structures evolution around an airfoil. (English) Zbl 1521.76289 Comput. Fluids 258, Article ID 105883, 16 p. (2023). MSC: 76G25 76M99 76F10 PDFBibTeX XMLCite \textit{B. Zhang}, Comput. Fluids 258, Article ID 105883, 16 p. (2023; Zbl 1521.76289) Full Text: DOI
Silva, Vinicius L. S.; Heaney, Claire E.; Li, Yaqi; Pain, Christopher C. Data assimilation predictive GAN (DA-PredGAN) applied to a spatio-temporal compartmental model in epidemiology. (English) Zbl 1510.68090 J. Sci. Comput. 94, No. 1, Paper No. 25, 31 p. (2023); correction ibid. 95, No. 2, Paper No. 47, 2 p. (2023). MSC: 68T05 68T07 92D30 PDFBibTeX XMLCite \textit{V. L. S. Silva} et al., J. Sci. Comput. 94, No. 1, Paper No. 25, 31 p. (2023; Zbl 1510.68090) Full Text: DOI arXiv
Puligilla, Shivakanth Chary; Jayaraman, Balaji Assessment of end-to-end and sequential data-driven learning for non-intrusive modeling of fluid flows. (English) Zbl 1450.76032 Adv. Comput. Math. 46, No. 4, Paper No. 55, 44 p. (2020). MSC: 76M99 76M20 76D05 68T05 92B20 PDFBibTeX XMLCite \textit{S. C. Puligilla} and \textit{B. Jayaraman}, Adv. Comput. Math. 46, No. 4, Paper No. 55, 44 p. (2020; Zbl 1450.76032) Full Text: DOI arXiv