Edit Profile (opens in new tab) Spantini, Alessio Co-Author Distance Author ID: spantini.alessio Published as: Spantini, Alessio; Spantini, A. Documents Indexed: 9 Publications since 2014, including 2 Additional arXiv Preprints Co-Authors: 14 Co-Authors with 9 Joint Publications 450 Co-Co-Authors all top 5 Co-Authors 0 single-authored 9 Marzouk, Youssef M. 4 Cui, Tiangang 2 Litvinenko, Alexander 2 Matthies, Hermann Georg 2 Scavino, Marco 2 Solonen, Antti 2 Tenorio, Luis 1 Baptista, Ricardo 1 Bigoni, Daniele 1 Law, Kody J. H. 1 Moselhy, Tarek 1 Parno, Matthew D. 1 Willcox, Karen E. 1 Zahm, Olivier all top 5 Serials 2 SIAM Journal on Scientific Computing 1 Inverse Problems 1 Mathematics of Computation 1 SIAM Review 1 Numerical Linear Algebra with Applications 1 Journal of Machine Learning Research (JMLR) all top 5 Fields 7 Statistics (62-XX) 4 Probability theory and stochastic processes (60-XX) 3 Approximations and expansions (41-XX) 3 Numerical analysis (65-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Computer science (68-XX) 2 Information and communication theory, circuits (94-XX) 1 Geophysics (86-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 6 Publications have been cited 170 times in 115 Documents Cited by ▼ Year ▼ Likelihood-informed dimension reduction for nonlinear inverse problems. Zbl 1310.62030 Cui, T.; Martin, J.; Marzouk, Y. M.; Solonen, A.; Spantini, A. 63 2014 Optimal low-rank approximations of Bayesian linear inverse problems. Zbl 1325.62060 Spantini, Alessio; Solonen, Antti; Cui, Tiangang; Martin, James; Tenorio, Luis; Marzouk, Youssef 49 2015 Inference via low-dimensional couplings. Zbl 1480.62114 Spantini, Alessio; Bigoni, Daniele; Marzouk, Youssef 25 2018 Certified dimension reduction in nonlinear Bayesian inverse problems. Zbl 07541892 Zahm, Olivier; Cui, Tiangang; Law, Kody; Spantini, Alessio; Marzouk, Youssef 16 2022 Goal-oriented optimal approximations of Bayesian linear inverse problems. Zbl 1373.15027 Spantini, Alessio; Cui, Tiangang; Willcox, Karen; Tenorio, Luis; Marzouk, Youssef 12 2017 Coupling techniques for nonlinear ensemble filtering. Zbl 1503.93045 Spantini, Alessio; Baptista, Ricardo; Marzouk, Youssef 5 2022 Certified dimension reduction in nonlinear Bayesian inverse problems. Zbl 07541892 Zahm, Olivier; Cui, Tiangang; Law, Kody; Spantini, Alessio; Marzouk, Youssef 16 2022 Coupling techniques for nonlinear ensemble filtering. Zbl 1503.93045 Spantini, Alessio; Baptista, Ricardo; Marzouk, Youssef 5 2022 Inference via low-dimensional couplings. Zbl 1480.62114 Spantini, Alessio; Bigoni, Daniele; Marzouk, Youssef 25 2018 Goal-oriented optimal approximations of Bayesian linear inverse problems. Zbl 1373.15027 Spantini, Alessio; Cui, Tiangang; Willcox, Karen; Tenorio, Luis; Marzouk, Youssef 12 2017 Optimal low-rank approximations of Bayesian linear inverse problems. Zbl 1325.62060 Spantini, Alessio; Solonen, Antti; Cui, Tiangang; Martin, James; Tenorio, Luis; Marzouk, Youssef 49 2015 Likelihood-informed dimension reduction for nonlinear inverse problems. Zbl 1310.62030 Cui, T.; Martin, J.; Marzouk, Y. M.; Solonen, A.; Spantini, A. 63 2014 all cited Publications top 5 cited Publications all top 5 Cited by 216 Authors 24 Marzouk, Youssef M. 12 Cui, Tiangang 10 Ghattas, Omar N. 8 Chen, Peng 7 Tong, Xin Thomson 6 Willcox, Karen E. 5 Bui-Thanh, Tan 5 Spantini, Alessio 5 Zahm, Olivier 4 Law, Kody J. H. 4 Saibaba, Arvind Krishna 4 Soize, Christian 4 Stuart, Andrew M. 3 Baptista, Ricardo 3 Constantine, Paul G. 3 Li, Jinglai 3 Morzfeld, Matthias 3 Papaioannou, Iason 3 Petra, Noemi 3 Stadler, Georg 3 Straub, Daniel 3 Tenorio, Luis 3 Villa, Umberto E. 3 Wu, Keyi 2 Alexanderian, Alen 2 Alger, Nick 2 Bardsley, Johnathan M. 2 Beskos, Alexandros 2 Brown, D. Andrew 2 Chung, Julianne M. 2 Dolgov, Sergey V. 2 Dong, Jing 2 Fairbanks, Hillary R. 2 Franck, Isabell M. 2 Freitag, Melina A. 2 Ghanem, Roger G. 2 Jasra, Ajay 2 Koutsourelakis, Phaedon-Stelios 2 Lan, Shiwei 2 Leyffer, Sven 2 Myers, Aaron 2 Narayan, Akil C. 2 Nott, David John 2 Parno, Matthew D. 2 Peherstorfer, Benjamin 2 Ramgraber, Maximilian 2 Sanz-Alonso, Daniel 2 Scheichl, Robert 2 Uribe, Felipe 2 Vassilevski, Panayot Spirov 2 Wang, Kainan 2 Zech, Jakob 1 Agapiou, Sergios 1 Amini, Danial 1 Angelikopoulos, Panagiotis 1 Arampatzis, Georgios 1 Arbabi, Hassan 1 Aretz, Nicole 1 Austin, Anthony P. 1 Beattie, Christopher A. 1 Becker, Stephen R. 1 Bell, John B. 1 Benner, Peter 1 Betz, Wolfgang 1 Bhaskaran, Aishwarya 1 Bigoni, Daniele 1 Bjarkason, Elvar K. 1 Cai, Xin 1 Capistrán, Marcos A. 1 Chen, Nan 1 Chen, Yuming 1 Chen, Yuxin 1 Chung, Matthias 1 Congedo, Pietro Marco 1 Cortesi, Andrea F. 1 Coullon, Jeremie 1 Dasgupta, Agnimitra 1 Davis, Andrew D. 1 Day, Marcus S. 1 Degen, Denise 1 Dektor, Alec 1 Desceliers, Christophe 1 Detommaso, Gianluca 1 Di, Zichao 1 Doostan, Alireza 1 Duan, Leo L. 1 Ehre, Max 1 Farrell, Patrick E. 1 Fatehiboroujeni, Soheil 1 Finsterle, Stefan A. 1 Flock, Rafael 1 Fung, Samy Wu 1 Fußeder, Martin 1 Gao, Xin 1 Garg, Vikram V. 1 Giraldi, Loïc 1 Girolami, Mark A. 1 Goyal, Sachin 1 Grout, Ray W. 1 Gugercin, Serkan ...and 116 more Authors all top 5 Cited in 36 Serials 24 SIAM Journal on Scientific Computing 14 Journal of Computational Physics 11 SIAM/ASA Journal on Uncertainty Quantification 10 Inverse Problems 9 Computer Methods in Applied Mechanics and Engineering 5 Statistics and Computing 4 Journal of Machine Learning Research (JMLR) 3 Journal of Scientific Computing 2 Journal of Computational and Applied Mathematics 2 SIAM Journal on Numerical Analysis 2 Constructive Approximation 2 SIAM Review 2 Electronic Journal of Statistics 2 Journal of Computational and Graphical Statistics 2 Journal of Computational Physics: X 1 Mathematics of Computation 1 Journal of the American Statistical Association 1 Numerische Mathematik 1 Chinese Annals of Mathematics. Series B 1 Statistical Science 1 SIAM Journal on Matrix Analysis and Applications 1 Computational Statistics 1 Journal of Statistical Computation and Simulation 1 Stochastic Processes and their Applications 1 Computational Statistics and Data Analysis 1 Computational Optimization and Applications 1 Advances in Computational Mathematics 1 Bernoulli 1 Archives of Computational Methods in Engineering 1 Foundations of Computational Mathematics 1 Acta Numerica 1 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis 1 GAMM-Mitteilungen 1 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 Foundations of Data Science all top 5 Cited in 21 Fields 81 Numerical analysis (65-XX) 80 Statistics (62-XX) 17 Probability theory and stochastic processes (60-XX) 15 Partial differential equations (35-XX) 15 Computer science (68-XX) 13 Systems theory; control (93-XX) 8 Linear and multilinear algebra; matrix theory (15-XX) 7 Operations research, mathematical programming (90-XX) 6 Approximations and expansions (41-XX) 6 Fluid mechanics (76-XX) 6 Geophysics (86-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 4 Mechanics of deformable solids (74-XX) 4 Biology and other natural sciences (92-XX) 3 Operator theory (47-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Information and communication theory, circuits (94-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year