Publications (446)

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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)
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
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
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
A1 Journal article (refereed), original research
Simultaneous Reconstruction of Emission and Attenuation in Passive Gamma Emission Tomography of Spent Nuclear Fuel (2020)
Inverse Problems and Imaging
Backholm Rasmus, Bubba Tatiana, Bélanger–Champagne Camille, Helin Tapio, Dendooven Peter, Siltanen Samuli
A1 Journal article (refereed), original research
Statistical approach for parameter identification by Turing patterns (2020)
Journal of Theoretical Biology
Kazarnikov Alexey, Haario Heikki
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