Publications (454)

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A1 Journal article (refereed), original research
A Bayesian-based approach to improving acoustic Born waveform inversion of seismic data for viscoelastic media (2020)
Inverse Problems
Muhumuza Kenneth, Huttunen Janne, Roininen Lassi, Lähivaara Timo
A4 Conference proceedings
Blind Hierarchical Deconvolution (2020)
IEEE International Workshop On Machine Learning For Signal Processing
2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP)
Arjas Arttu, Roininen Lassi, Sillanpää Mikko J, Hauptmann Andreas
A1 Journal article (refereed), original research
Enhancing industrial X-ray tomography by data-centric statistical methods (2020)
Data-Centric Engineering
Suuronen Jarkko, Emzir Muhammad, Lasanen Sari, Särkkä Simo, Roininen Lassi
A4 Conference proceedings
Estimating the performance of a passive multi-static doppler-only radar network (2020)
2020 IEEE 7th International Workshop on Metrology for AeroSpace (MetroAeroSpace)
Tolonen Miika, Kauranne Tuomo, Hartikka Juha, Ritola Mauno, Korhonen Matti
A1 Journal article (refereed), original research
Hyperparameter Estimation in Bayesian MAP Estimation: Parametrizations and Consistency (2020)
SMAI Journal of Computational Mathematics
Dunlop Matthew, Helin Tapio, Stuart Andrew
A1 Journal article (refereed), original research
Inverse problems for heat equation and space–time fractional diffusion equation with one measurement (2020)
Journal of Differential Equations
Helin Tapio, Lassas Matti, Ylinen Lauri, Zhang Zhidong
A1 Journal article (refereed), original research
Inverse random source problems for time-harmonic acoustic and elastic waves (2020)
Communications in Partial Differential Equations
Li Jianglian, Helin Tapio, Li Peijun
A1 Journal article (refereed), original research
Necessary conditions for algorithmic tuning of weather prediction models using OpenIFS as an example (2020)
Geoscientific Model Development
Tuppi Lauri, Ollinaho Pirkka, Ekblom Madeleine, Shemyakin Vladimir, Järvinen Heikki
A1 Journal article (refereed), original research
Non-Stationary Multi-layered Gaussian Priors for Bayesian Inversion (2020)
Inverse Problems
Emzir Muhammad Fuady, Lasanen Sari J, Purisha Zenith, Roininen Lassi, Särkkä Simo
A1 Journal article (refereed), original research
Posterior inference for sparse hierarchical non-stationary models (2020)
Computational Statistics and Data Analysis
Monterrubio-Gómez Karla, Roininen Lassi, Wade Sara, Damoulas Theodoros, Girolami Mark
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