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Apulaisprofessori (tenure track) Tapio Helin
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Apulaisprofessori (tenure track)
Tapio
Helin
E-mail
:
Tapio.Helin@lut.fi
ORCID ID
:
0000-0002-5788-0008
(
Go to ORCID profile
)
Current Organisation
Computational and Process Engineering
(Superior organisation:
LUT School of Engineering Science
)
Research Interest
Applied mathematics, inverse problems and statistics
Research Areas
Applied Mathematics
Modelling and Simulation
Statistics and Probability
Projects as Principal Investigator
Inverse problems and deep learning in adaptive obtics
(
01/04/2019
-
31/03/2020
)
Funder:
Other International
Uncertainty quantification in non-linear inverse problems, Epävarmuuksien kvantifiointi epälineaarisissa inversio-ongelmissa
(
01/01/2019
-
31/08/2023
)
Funder:
Academy of Finland
Uncertainty quantification in non-linear inverse problems, Epävarmuuksien kvantifiointi epälineaarisissa inversio-ongelmissa
(
01/01/2019
-
31/08/2021
)
Funder:
Academy of Finland
Publications
1 of 3
Hyperparameter Estimation in Bayesian MAP Estimation: Parametrizations and Consistency
(
2020
)
A1 Journal article (refereed), original research
Dunlop Matthew, Helin Tapio, Stuart Andrew
SMAI Journal of Computational Mathematics
Identification of molecular cluster evaporation rates, clusterformation enthalpies and entropies by Monte Carlo method
(
2020
)
A1 Journal article (refereed), original research
Shcherbacheva Anna, Balehowsky Tracey, Olenius Tinja, et al.
Atmospheric Chemistry and Physics
Inverse problems for heat equation and space–time fractional diffusion equation with one measurement
(
2020
)
A1 Journal article (refereed), original research
Helin Tapio, Lassas Matti, Ylinen Lauri, et al.
Journal of Differential Equations
Inverse random source problems for time-harmonic acoustic and elastic waves
(
2020
)
A1 Journal article (refereed), original research
Li Jianglian, Helin Tapio, Li Peijun
Communications in Partial Differential Equations
Modelling internal knot distribution using external log features
(
2020
)
A1 Journal article (refereed), original research
Zolotarev Fedor, Eerola Tuomas, Lensu Lasse, et al.
Computers and Electronics in Agriculture
Simultaneous Reconstruction of Emission and Attenuation in Passive Gamma Emission Tomography of Spent Nuclear Fuel
(
2020
)
A1 Journal article (refereed), original research
Backholm Rasmus, Bubba Tatiana, Bélanger–Champagne Camille, et al.
Inverse Problems and Imaging
An inverse random source problem in a stochastic fractional diffusion equation
(
2019
)
A1 Journal article (refereed), original research
Niu Pingping, Helin Tapio, Zhang Zhidong
Inverse Problems
Correlation-based imaging in adaptive optics
(
2019
)
A4 Conference proceedings
Lehtonen Jonatan, Helin Tapio
Mathematics in Imaging, MATH 2019
Correlation imaging in inverse scattering is tomography on probability distributions
(
2019
)
A1 Journal article (refereed), original research
Caro Pedro, Helin Tapio, Kujanpää Antti, et al.
Inverse Problems
Generalized Modes in Bayesian Inverse Problems
(
2019
)
A1 Journal article (refereed), original research
Clason Christian, Helin Tapio, Kretschmann Remo, et al.
SIAM/ASA Journal on Uncertainty Quantification
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Last updated on 2020-08-01 at 04:06