Liu, Xinyu; Shen, Jie; Zhang, Xiangxiong An efficient and robust scalar auxialiary variable based algorithm for discrete gradient systems arising from optimizations. (English) Zbl 1523.65052 SIAM J. Sci. Comput. 45, No. 5, A2304-A2324 (2023). MSC: 65K05 90C26 90C52 PDFBibTeX XMLCite \textit{X. Liu} et al., SIAM J. Sci. Comput. 45, No. 5, A2304--A2324 (2023; Zbl 1523.65052) Full Text: DOI arXiv
Yang, Xiu; Tartakovsky, Guzel; Tartakovsky, Alexandre M. Physics information aided kriging using stochastic simulation models. (English) Zbl 1483.65019 SIAM J. Sci. Comput. 43, No. 6, A3862-A3891 (2021). MSC: 65C30 60G15 65C05 68T05 PDFBibTeX XMLCite \textit{X. Yang} et al., SIAM J. Sci. Comput. 43, No. 6, A3862--A3891 (2021; Zbl 1483.65019) Full Text: DOI arXiv
Bollhöfer, Matthias; Eftekhari, Aryan; Scheidegger, Simon; Schenk, Olaf Large-scale sparse inverse covariance matrix estimation. (English) Zbl 1414.65043 SIAM J. Sci. Comput. 41, No. 1, A380-A401 (2019). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 65N55 65F10 65N22 65F50 65K05 62H12 PDFBibTeX XMLCite \textit{M. Bollhöfer} et al., SIAM J. Sci. Comput. 41, No. 1, A380--A401 (2019; Zbl 1414.65043) Full Text: DOI
Zhang, Junyu; Liu, Haoyang; Wen, Zaiwen; Zhang, Shuzhong A sparse completely positive relaxation of the modularity maximization for community detection. (English) Zbl 1405.90082 SIAM J. Sci. Comput. 40, No. 5, A3091-A3120 (2018). MSC: 90C10 90C26 90C30 PDFBibTeX XMLCite \textit{J. Zhang} et al., SIAM J. Sci. Comput. 40, No. 5, A3091--A3120 (2018; Zbl 1405.90082) Full Text: DOI arXiv
Guo, Ling; Narayan, Akil; Zhou, Tao; Chen, Yuhang Stochastic collocation methods via \(\ell_1\) minimization using randomized quadratures. (English) Zbl 1359.41016 SIAM J. Sci. Comput. 39, No. 1, A333-A359 (2017). MSC: 41A63 41A10 65D15 PDFBibTeX XMLCite \textit{L. Guo} et al., SIAM J. Sci. Comput. 39, No. 1, A333--A359 (2017; Zbl 1359.41016) Full Text: DOI arXiv
Yan, Liang; Shin, Yeonjong; Xiu, Dongbin Sparse approximation using \(\ell_1-\ell_2\) minimization and its application to stochastic collocation. (English) Zbl 1381.94029 SIAM J. Sci. Comput. 39, No. 1, A229-A254 (2017). MSC: 94A08 65D05 65D15 42C05 90C90 PDFBibTeX XMLCite \textit{L. Yan} et al., SIAM J. Sci. Comput. 39, No. 1, A229--A254 (2017; Zbl 1381.94029) Full Text: DOI
Yan, Liang; Guo, Ling Stochastic collocation algorithms using \(l_1\)-minimization for Bayesian solution of inverse problems. (English) Zbl 1328.65200 SIAM J. Sci. Comput. 37, No. 3, A1410-A1435 (2015). MSC: 65M32 35R30 62F15 65C50 PDFBibTeX XMLCite \textit{L. Yan} and \textit{L. Guo}, SIAM J. Sci. Comput. 37, No. 3, A1410--A1435 (2015; Zbl 1328.65200) Full Text: DOI