| Likelihood-informed dimension reduction for nonlinear inverse problems T Cui, J Martin, YM Marzouk, A Solonen, A Spantini Inverse Problems 30 (11), 114015, 2014 | 201 | 2014 |
| Randomize-then-optimize: A method for sampling from posterior distributions in nonlinear inverse problems JM Bardsley, A Solonen, H Haario, M Laine SIAM Journal on Scientific Computing 36 (4), A1895-A1910, 2014 | 165 | 2014 |
| Optimal low-rank approximations of Bayesian linear inverse problems A Spantini, A Solonen, T Cui, J Martin, L Tenorio, Y Marzouk SIAM Journal on Scientific Computing 37 (6), A2451-A2487, 2015 | 158 | 2015 |
| Efficient MCMC for climate model parameter estimation: Parallel adaptive chains and early rejection A Solonen, P Ollinaho, M Laine, H Haario, J Tamminen, H Järvinen | 120 | 2012 |
| Estimation of ECHAM5 climate model closure parameters with adaptive MCMC H Järvinen, P Räisänen, M Laine, J Tamminen, A Ilin, E Oja, A Solonen, ... Atmospheric Chemistry and Physics 10 (20), 9993-10002, 2010 | 63 | 2010 |
| Ensemble prediction and parameter estimation system: The concept H Järvinen, M Laine, A Solonen, H Haario Quarterly journal of the royal meteorological society 138 (663), 281-288, 2012 | 51 | 2012 |
| Monte Carlo methods in parameter estimation of nonlinear models A Solonen | 50 | 2006 |
| On closure parameter estimation in chaotic systems J Hakkarainen, A Ilin, A Solonen, M Laine, H Haario, J Tamminen, E Oja, ... Nonlinear processes in Geophysics 19 (1), 127-143, 2012 | 49 | 2012 |
| Ensemble prediction and parameter estimation system: The method M Laine, A Solonen, H Haario, H Järvinen Quarterly journal of the royal meteorological society 138 (663), 289-297, 2012 | 47 | 2012 |
| Bayesian Inverse Problems with Priors: A Randomize-Then-Optimize Approach Z Wang, JM Bardsley, A Solonen, T Cui, YM Marzouk SIAM Journal on Scientific Computing 39 (5), S140-S166, 2017 | 44 | 2017 |
| Simulation-based optimal design using a response variance criterion A Solonen, H Haario, M Laine Journal of Computational and Graphical Statistics 21 (1), 234-252, 2012 | 44 | 2012 |
| Estimating model error covariance matrix parameters in extended Kalman filtering A Solonen, J Hakkarainen, A Ilin, M Abbas, A Bibov Nonlinear Processes in Geophysics 21 (5), 919-927, 2014 | 42 | 2014 |
| Multicomponent reaction kinetics for the ozonation of p-nitrophenol and its decomposition products under acidic conditions at constant pH M Kuosa, A Laari, A Solonen, H Haario, J Kallas Chemical engineering science 64 (10), 2332-2342, 2009 | 35 | 2009 |
| On dimension reduction in Gaussian filters A Solonen, T Cui, J Hakkarainen, Y Marzouk Inverse Problems 32 (4), 045003, 2016 | 31 | 2016 |
| NWP model forecast skill optimization via closure parameter variations P Ollinaho, M Laine, A Solonen, H Haario, H Järvinen Quarterly journal of the royal meteorological society 139 (675), 1520-1532, 2013 | 29 | 2013 |
| Frog population viability under present and future climate conditions: a Bayesian state‐space approach R McCaffery, A Solonen, E Crone Journal of Animal Ecology 81 (5), 978-985, 2012 | 28 | 2012 |
| Randomize-then-optimize for sampling and uncertainty quantification in electrical impedance tomography JM Bardsley, A Seppanen, A Solonen, H Haario, J Kaipio SIAM/ASA Journal on Uncertainty Quantification 3 (1), 1136-1158, 2015 | 27 | 2015 |
| Parameter variations in prediction skill optimization at ECMWF P Ollinaho, P Bechtold, M Leutbecher, M Laine, A Solonen, H Haario, ... Nonlinear processes in geophysics 20 (6), 1001-1010, 2013 | 27 | 2013 |
| Undersampled dynamic X-ray tomography with dimension reduction Kalman filter J Hakkarainen, Z Purisha, A Solonen, S Siltanen IEEE Transactions on Computational Imaging 5 (3), 492-501, 2019 | 25 | 2019 |
| Variational ensemble Kalman filtering using limited memory BFGS A Solonen, H Haario, J Hakkarainen, H Auvinen, I Amour, T Kauranne Electronic Transactions on Numerical Analysis 39, 271-285, 2012 | 23 | 2012 |
Marko LaineResearch Professor, Finnish Meteorological Instituteایمیل تأیید شده در fmi.fi
Johnathan M. BardsleyProfessor of Mathematics, University of Montanaایمیل تأیید شده در mso.umt.edu
Andrew GelmanProfessor of Statistics and Political Science, Columbia Universityایمیل تأیید شده در stat.columbia.edu