Professor Jari Kaipio

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Professor

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

Identifiers

Contact details

Office hours

By appointment.

Primary office location

SCIENCE CENTRE 303S - Bldg 303S
Level 2, Room 265
38 PRINCES ST
AUCKLAND CENTRAL
AUCKLAND 1010
New Zealand

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