Pragliola, Monica; Calatroni, Luca; Lanza, Alessandro; Sgallari, Fiorella On and beyond total variation regularization in imaging: the role of space variance. (English) Zbl 07725064 SIAM Rev. 65, No. 3, 601-685 (2023). MSC: 68U10 94A08 65K10 PDFBibTeX XMLCite \textit{M. Pragliola} et al., SIAM Rev. 65, No. 3, 601--685 (2023; Zbl 07725064) Full Text: DOI arXiv
De Simone, Valentina; di Serafino, Daniela; Gondzio, Jacek; Pougkakiotis, Spyridon; Viola, Marco Sparse approximations with interior point methods. (English) Zbl 1507.65098 SIAM Rev. 64, No. 4, 954-988 (2022). MSC: 65K05 90C51 90C25 65F10 65F08 90C90 PDFBibTeX XMLCite \textit{V. De Simone} et al., SIAM Rev. 64, No. 4, 954--988 (2022; Zbl 1507.65098) Full Text: DOI arXiv
Spantini, Alessio; Baptista, Ricardo; Marzouk, Youssef Coupling techniques for nonlinear ensemble filtering. (English) Zbl 1503.93045 SIAM Rev. 64, No. 4, 921-953 (2022). MSC: 93E11 93C10 PDFBibTeX XMLCite \textit{A. Spantini} et al., SIAM Rev. 64, No. 4, 921--953 (2022; Zbl 1503.93045) Full Text: DOI arXiv
Zou, Qinmeng; Magoulès, Frédéric Delayed gradient methods for symmetric and positive definite linear systems. (English) Zbl 1507.65103 SIAM Rev. 64, No. 3, 517-553 (2022). MSC: 65K05 65F10 65-02 90C52 PDFBibTeX XMLCite \textit{Q. Zou} and \textit{F. Magoulès}, SIAM Rev. 64, No. 3, 517--553 (2022; Zbl 1507.65103) Full Text: DOI
Glowinski, Roland; Song, Yongcun; Yuan, Xiaoming; Yue, Hangrui Bilinear optimal control of an advection-reaction-diffusion system. (English) Zbl 1487.49038 SIAM Rev. 64, No. 2, 392-421 (2022). MSC: 49M41 35Q93 49J20 35K57 PDFBibTeX XMLCite \textit{R. Glowinski} et al., SIAM Rev. 64, No. 2, 392--421 (2022; Zbl 1487.49038) Full Text: DOI arXiv
Cătinaş, Emil How many steps still left to \(x\)? (English) Zbl 1509.65037 SIAM Rev. 63, No. 3, 585-624 (2021). MSC: 65H05 PDFBibTeX XMLCite \textit{E. Cătinaş}, SIAM Rev. 63, No. 3, 585--624 (2021; Zbl 1509.65037) Full Text: DOI
Lu, Lu; Meng, Xuhui; Mao, Zhiping; Karniadakis, George Em DeepXDE: a deep learning library for solving differential equations. (English) Zbl 1459.65002 SIAM Rev. 63, No. 1, 208-228 (2021). MSC: 65-01 65-04 68T07 65L99 65M99 65N99 PDFBibTeX XMLCite \textit{L. Lu} et al., SIAM Rev. 63, No. 1, 208--228 (2021; Zbl 1459.65002) Full Text: DOI arXiv
Volkening, Alexandria; Linder, Daniel F.; Porter, Mason A.; Rempala, Grzegorz A. Forecasting elections using compartmental models of infection. (English) Zbl 1454.91162 SIAM Rev. 62, No. 4, 837-865 (2020). MSC: 91F10 91B12 92D30 PDFBibTeX XMLCite \textit{A. Volkening} et al., SIAM Rev. 62, No. 4, 837--865 (2020; Zbl 1454.91162) Full Text: DOI arXiv
Carmon, Yair; Duchi, John C. First-order methods for nonconvex quadratic minimization. (English) Zbl 1459.65082 SIAM Rev. 62, No. 2, 395-436 (2020). Reviewer: Nada Djuranović-Miličić (Beograd) MSC: 65K05 90C06 90C20 90C26 90C30 PDFBibTeX XMLCite \textit{Y. Carmon} and \textit{J. C. Duchi}, SIAM Rev. 62, No. 2, 395--436 (2020; Zbl 1459.65082) Full Text: DOI arXiv
Hong, David; Kolda, Tamara G.; Duersch, Jed A. Generalized canonical polyadic tensor decomposition. (English) Zbl 1432.68385 SIAM Rev. 62, No. 1, 133-163 (2020). MSC: 68T05 15A69 62D10 PDFBibTeX XMLCite \textit{D. Hong} et al., SIAM Rev. 62, No. 1, 133--163 (2020; Zbl 1432.68385) Full Text: DOI arXiv
Higham, Catherine F.; Higham, Desmond J. Deep learning: an introduction for applied mathematicians. (English) Zbl 1440.68214 SIAM Rev. 61, No. 4, 860-891 (2019). MSC: 68T05 68T07 65K10 65D15 PDFBibTeX XMLCite \textit{C. F. Higham} and \textit{D. J. Higham}, SIAM Rev. 61, No. 4, 860--891 (2019; Zbl 1440.68214) Full Text: DOI arXiv
Peherstorfer, Benjamin; Willcox, Karen; Gunzburger, Max Survey of multifidelity methods in uncertainty propagation, inference, and optimization. (English) Zbl 1458.65003 SIAM Rev. 60, No. 3, 550-591 (2018). MSC: 65-02 62-02 49-02 PDFBibTeX XMLCite \textit{B. Peherstorfer} et al., SIAM Rev. 60, No. 3, 550--591 (2018; Zbl 1458.65003) Full Text: DOI arXiv
Bottou, Léon; Curtis, Frank E.; Nocedal, Jorge Optimization methods for large-scale machine learning. (English) Zbl 1397.65085 SIAM Rev. 60, No. 2, 223-311 (2018). Reviewer: Tiit Riismaa (Tallinn) MSC: 65K05 68Q25 68T05 90C06 90C30 49Q10 PDFBibTeX XMLCite \textit{L. Bottou} et al., SIAM Rev. 60, No. 2, 223--311 (2018; Zbl 1397.65085) Full Text: DOI arXiv
Métivier, L.; Brossier, R.; Operto, S.; Virieux, J. Full waveform inversion and the truncated Newton method. (English) Zbl 1357.86001 SIAM Rev. 59, No. 1, 153-195 (2017). Reviewer: Costică Moroşanu (Iaşi) MSC: 86-08 86A15 35R30 65T60 94A11 94A08 49M15 90C06 65K05 PDFBibTeX XMLCite \textit{L. Métivier} et al., SIAM Rev. 59, No. 1, 153--195 (2017; Zbl 1357.86001) Full Text: DOI
Brune, Peter R.; Knepley, Matthew G.; Smith, Barry F.; Tu, Xuemin Composing scalable nonlinear algebraic solvers. (English) Zbl 1336.65030 SIAM Rev. 57, No. 4, 535-565 (2015). MSC: 65F08 65Y05 65Y20 68W10 PDFBibTeX XMLCite \textit{P. R. Brune} et al., SIAM Rev. 57, No. 4, 535--565 (2015; Zbl 1336.65030) Full Text: DOI arXiv
Pestana, Jennifer; Wathen, Andrew J. Natural preconditioning and iterative methods for saddle point systems. (English) Zbl 1338.65078 SIAM Rev. 57, No. 1, 71-91 (2015). MSC: 65F08 65F10 65F50 PDFBibTeX XMLCite \textit{J. Pestana} and \textit{A. J. Wathen}, SIAM Rev. 57, No. 1, 71--91 (2015; Zbl 1338.65078) Full Text: DOI Link