Professor Jari Kaipio

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Professor

Research | Current

  • Inverse problems
  • Time series analysis

Selected publications and creative works (Research Outputs)

  • Rimpiläinen V, Koulouri, A., Lucka, F., Kaipio, J. P., & Wolters, C. H. (2019). Improved EEG source localization with Bayesian uncertainty modelling of unknown skull conductivity. NeuroImage, 188, 252-260. 10.1016/j.neuroimage.2018.11.058
  • Nicholson, R., Petra, N., & Kaipio, J. P. (2018). Estimation of the Robin coefficient field in a Poisson problem with uncertain conductivity field. INVERSE PROBLEMS, 34 (11)10.1088/1361-6420/aad91e
  • Tick, J., Pulkkinen, A., Lucka, F., Ellwood, R., Cox, B. T., Kaipio, J. P., ... Tarvainen, T. (2018). Three dimensional photoacoustic tomography in Bayesian framework. The Journal of the Acoustical Society of America, 144 (4)10.1121/1.5057109
  • Abreu, L. A. S., Orlande, H. R. B., Colaço MJ, Kaipio, J., Kolehmainen, V., Pacheco, C. C., & Cotta, R. M. (2018). Detection of contact failures with the Markov chain Monte Carlo method by using integral transformed measurements. International Journal of Thermal Sciences, 132, 486-497. 10.1016/j.ijthermalsci.2018.06.006
  • Huttunen, J. M. J., Kaipio, J. P., & Haario, H. (2018). Approximation error approach in spatiotemporally chaotic models with application to Kuramoto–Sivashinsky equation. Computational Statistics & Data Analysis, 123, 13-31. 10.1016/j.csda.2018.01.015
  • Kolehmainen, V., Kaipio, J. P., & Orlande, H. R. B. (2018). Reconstruction of thermal conductivity and heat capacity using a tomographic approach (vol 51, pg 7, 2008). INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 120, 1386-1386. 10.1016/j.ijheatmasstransfer.2017.12.036
  • Rimpilaeinen, V., Koulouri, A., Lucka, F., Kaipio, J. P., & Wolters, C. H. (2018). Bayesian Modelling of Skull Conductivity Uncertainties in EEG Source Imaging. EMBEC & NBC 2017, 65, 892-895. 10.1007/978-981-10-5122-7_223
  • Koulouri, A., Rimpilaeinen, V., Brookes, M., & Kaipio, J. P. (2018). Prior Variances and Depth Un-Biased Estimators in EEG Focal Source Imaging. EMBEC & NBC 2017, 65, 33-36. 10.1007/978-981-10-5122-7_9

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