Heikki Haario

Overview

Best Publications

• An adaptive Metropolis algorithm

  Heikki Haario;Eero Saksman;Johanna Tamminen

  3357
  Citations

• DRAM: Efficient adaptive MCMC

  Heikki Haario;Marko Laine;Antonietta Mira;Eero Saksman

  1881
  Citations

• Adaptive proposal distribution for random walk Metropolis algorithm

  Heikki Haario;Eero Saksman;Johanna Tamminen

  550
  Citations

• Componentwise adaptation for high dimensional MCMC

  Heikki Haario;Eero Saksman;Johanna Tamminen

  286
  Citations

• Development of a kinetic model for the esterification of acetic acid with methanol in the presence of a homogeneous acid catalyst

  Robert Rönnback;Tapio Salmi;Antti Vuori;Heikki Haario

  197
  Citations

• Randomize-Then-Optimize: A Method for Sampling from Posterior Distributions in Nonlinear Inverse Problems

  Johnathan M. Bardsley;Antti Solonen;Heikki Haario;Marko Laine

  153
  Citations

• Catalytic Decomposition of Gasification Gas Tar with Benzene as the Model Compound

  P.A. Simell;N.A.K. Hakala;H.E. Haario;A.O.I. Krause

  138
  Citations

• Markov chain Monte Carlo methods for high dimensional inversion in remote sensing

  H. Haario;M. Laine;M. Lehtinen;E. Saksman

  131
  Citations

• Bayesian modelling of algal mass occurrences-using adaptive MCMC methods with a lake water quality model

  Olli Malve;Marko Laine;Heikki Haario;Teija Kirkkala

  130
  Citations

• Segmentation of Overlapping Elliptical Objects in Silhouette Images

  Sahar Zafari;Tuomas Eerola;Jouni Sampo;Heikki Kalviainen

  127
  Citations

• Efficient MCMC for Climate Model Parameter Estimation: Parallel Adaptive Chains and Early Rejection

  Antti Solonen;Pirkka Ollinaho;Marko Laine;Heikki Haario

  117
  Citations

• Simulated annealing process in general state space

  Heikki Haario;Eero Saksman

  106
  Citations

• Size and Shape Dependence of the Electronic and Spectral Properties in TiO2 Nanoparticles

  Sami Auvinen;Matti Alatalo;Heikki Haario;Juho-Pertti Jalava

  96
  Citations

• Numerical study of dynamics of single bubbles and bubble swarms

  Anton Smolianski;Heikki Haario;Pasi Luukka

  85
  Citations

• Parameter estimation in stochastic differential equations with Markov chain Monte Carlo and non-linear Kalman filtering

  Isambi S. Mbalawata;Simo Särkkä;Heikki Haario

  77
  Citations

• Microbial functional activity during composting of chlorophenol-contaminated sawmill soil

  M.Minna Laine;Heikki Haario;Kirsten S Jørgensen

  75
  Citations

• Estimation of ECHAM5 climate model closure parameters with adaptive MCMC

  Heikki Järvinen;P. Raisanen;M. Laine;J. Tamminen

  73
  Citations

• Posterior covariance related optimal current patterns in electrical impedance tomography

  J P Kaipio;A Seppänen;E Somersalo;H Haario

  61
  Citations

• Inverse theory for occultation measurements: 1. Spectral inversion

  E. Kyrölä;E. Sihvola;Y. Kotivuori;M. Tikka

  61
  Citations

• Optimized separation of seven corticosteroids by micellar electrokinetic chromatography.

  Juho H. Jumppanen;Susanne K. Wiedmer;Heli Sirén;Marja‐Liisa Riekkola

  54
  Citations

• Ensemble prediction and parameter estimation system: the concept

  Heikki Järvinen;Marko Laine;Antti Solonen;Heikki Haario

  38
  Citations

• Ozone profile smoothness as a priori information in the inversion of limb measurements

  Viktoria F. Sofieva;J. Tamminen;H. Haario;E. Kyrölä

  36
  Citations

• Numerical Modelling of Wind Turbine Wakes in Wind-Farms

  Oxana Agafonova;Ashvinkumar Chaudhari;Heikki Haario;Antti Hellsten

  0
  Citations