Professor Jari Kaipio

Professor

In: Mathematics » Faculty of Science

Research | Current

Inverse problems
Time series analysis

Selected publications and creative works (Research Outputs)

Kaipio, J. P., Huttunen, T., Luostari, T., Lahivaara, T., & Monk, P. B. (2019). A Bayesian approach to improving the Born approximation for inverse scattering with high-contrast materials. INVERSE PROBLEMS, 35 (8)10.1088/1361-6420/ab15f3
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
Ardekani, I. T., Kaipio, J., Sakhaee, N., & Sharifzadeh, H. (2019). Bayesian parameter estimation of Euler-Bernoulli beams. Paper presented at 10th International Conference on Signal Processing Systems (ICSPS), Singapore, SINGAPORE. 16 November - 18 November 2018. TENTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING SYSTEMS, 2019. (pp. 6). 10.1117/12.2520452
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