Publications (452)

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A1 Journal article (refereed), original research
Robust parameter estimation of chaotic systems (2019)

Inverse Problems and Imaging

Springer Sebastian, Heikki Haario, Shemyakin Vladimir, Kalachev Leonid, Shchepakin Denis

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

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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