Simo Särkkä

Docent

Computational Engineering

LUT School of Engineering Science

Simo.Sarkka@lut.fi

Biography

Neural Network Based Identification of Fuel Injection Rate Profiles for Diesel Engines

Publication type

A4 Conference proceedings

Immonen Eero, Lauren Mika, Roininen Lassi, Särkkä Simo

Posterior inference on parameters of stochastic differential equations via non-linear Gaussian filtering and adaptive MCMC

Publication type

A1 Journal article (refereed), original research

Särkkä Simo, Hartikainen Jouni, Mbalawata Isambi Sailon, Haario Heikki

Statistics and Probability

Applied Mathematics

Adaptive Metropolis Algorithm Using Variational Bayesian Adaptive Kalman Filter

Publication type

A1 Journal article (refereed), original research

Mbalawata Isambi, Särkkä Simo, Vihola Matti, Haario Heikki