Aku Seppänen
Professor
Professor: Inverse problems and modelling of uncertainties in environmental monitoring
Department of Technical Physics, Faculty of Science, Forestry and Technology
[email protected] | +358 40 355 2070
Professor Aku Seppänen leads a research team, which develops and applies computational and statistical methods for solving inverse problems arising from (physical) science and engineering. The main applications are: 1) environmental monitoring and modeling (especially measuring atmospheric aerosols and remote sensing of forests), and 2) tomographic imaging (especially electrical impedance tomography, industrial process tomography, non-destructive material testing and structural health monitoring; special emphasis is on concrete and other cement-based materials and structures).
Research groups
Projects
Publications
111/111 items-
A Coupled Double-Layer Electrical Impedance Tomography-Based Sensing Skin for Pressure and Leak Detection
Kuusela, Petri; Seppänen, Aku. 2024. Sensors. 24: A1 Journal article (refereed), original research -
Multi-open-path laser dispersion spectroscopy combined with Bayesian state estimation for localizing and quantifying methane emissions
Voss, A; Vänskä, E; Weidmann, D; Pulkkinen, A; Seppänen, A. 2024. Atmospheric environment X. 22: . 100260 A1 Journal article (refereed), original research -
Application of the finite element method to the multicomponent general dynamic equation of aerosols
Salminen, Teemu; Lehtinen, Kari E.J.; Seppänen, Aku. 2023. Journal of aerosol science. 174: A1 Journal article (refereed), original research -
Dual-Modal Electrical Imaging of Two-Phase Flow—Experimental Evaluation of the State Estimation Approach
Arif, M. Ziaul; Seppänen, Aku; Kolehmainen, Ville; Vauhkonen, Marko. 2023. Sensors. 23: A1 Journal article (refereed), original research -
Improvements in Maturity and Stability of 3D iPSC-Derived Hepatocyte-like Cell Cultures
Suominen, Siiri; Hyypijev, Tinja; Venäläinen, Mari; Yrjänäinen, Alma; Vuorenpää, Hanna; Lehti-Polojärvi, Mari; Räsänen, Mikko; Seppänen, Aku; Hyttinen, Jari; Miettinen, Susanna; Aalto-Setälä, Katriina; Viiri, Leena E. 2023. Cells. 12: . 2368 A1 Journal article (refereed), original research -
Investigating the use of electrical capacitance tomography to image rapid transient moisture flow through cracks in concrete
Dalton, Laura E; Rasanen, Mikko; Voss, Antti; Seppanen, Aku; Pourghaz, Moe. 2023. Cement and concrete composites. 140: A1 Journal article (refereed), original research -
Monitoring of concrete segregation using AC impedance spectroscopy
Ojala, Teemu; Ahmed, Hassan; Kuusela, Petri; Seppänen, Aku; Punkki, Jouni. 2023. Construction and building materials. 384: A1 Journal article (refereed), original research -
State Estimation Approach for Spatio-Temporal Two-Phase Flow Imaging using Dual-Modal Electrical Tomography
Vauhkonen, Marko; Arif, M Ziaul; Seppänen, Aku. Teoksessa: (toim.) , 2023. 11th World Congress on Industrial Process Tomography, Mexico City, Mexico, 6-8 September 2023. s. 2-7. International Society for Industrial Process Tomography ISIPT A4 Conference proceedings -
State estimation approach to dual-modal imaging of two-phase flow based on electromagnetic flow tomography and electrical tomography
Arif, M. Ziaul; Seppänen, Aku; Vauhkonen, Marko. 2023. Inverse problems. 39: A1 Journal article (refereed), original research -
Mumford–Shah regularization in electrical impedance tomography with complete electrode model
Jauhiainen, Jyrki; Seppänen, Aku; Valkonen, Tuomo. 2022. Inverse problems. 38: A1 Journal article (refereed), original research