Hierarchical Bayesian propulsion power models — A simplified example with cruise ships | 2023 Publication type A1 Journal article (refereed), original research Author(s) Solonen Antti, Maraia Ramona, Springer Sebastian, Haario Heikki, Laine Marko, Räty Olle, Jalkanen Jukka-Pekka, Antola Matti Other Focus Area LUT School of Engineering Sciences
Randomize-then-Optimize for Sampling and Uncertainty Quantification in Electrical Impedance Tomography | 2015 Publication type A1 Journal article (refereed), original research Author(s) Bardsley Jonathan M., Seppänen Aku, Solonen Antti, Haario Heikki, Kaipio Jari
Estimating model error covariance matrix parameters in extended Kalman filtering | 2014 Publication type A1 Journal article (refereed), original research Author(s) Solonen Antti, Hakkarainen Janne, Ilin Alexander, Abbas Mudassar, Bibov Alexander Mathematics
OPTIMIZATION-BASED SAMPLING IN ENSEMBLE KALMAN FILTERING | 2014 Publication type A1 Journal article (refereed), original research Author(s) Solonen Antti, Bibov Alexander, Bardsley Jonathan, Haario Heikki Mathematics
Randomize-then-optimize: a method for sampling from posterior distributions in nonlinear inverse problems | 2014 Publication type A1 Journal article (refereed), original research Author(s) Bardsley Jonathan, Solonen Antti, Haario Heikki, Laine Marko Mathematics
A dilemma on the uniqueness of weather and climate model closure parameters | 2013 Publication type A1 Journal article (refereed), original research Author(s) Hakkarainen Janne, Solonen Antti, Ilin Alexander, Susiluoto Jouni, Laine Marko, Haario Heikki, Järvinen Heikki
An approach for tuning ensemble prediction systems | 2013 Publication type A1 Journal article (refereed), original research Author(s) Solonen Antti, Järvinen Heikki
An Ensemble Kalman Filter Using the Conjugate Gradient Sampler | 2013 Publication type A1 Journal article (refereed), original research Author(s) Bardsely Jonathan, Solonen Antti, Parker Albert, Haario Heikki, Howard Marylesa Computer Science Mathematics
Diels-Alder Reaction Kinetics for Production of Norbornene Monomers: Evaluation of Parameters and Model Reliability Using Markov Chain Monte Carlo Methods | 2013 Publication type A1 Journal article (refereed), original research Author(s) Vahteristo Kari, Laari Arto, Solonen Antti Process Chemistry and Technology
Proposal adaptation in simulated annealing for continuous optimization problems | 2013 Publication type A1 Journal article (refereed), original research Author(s) Solonen Antti
Studying the identifiability of epidemiological models using MCMC | 2013 Publication type A1 Journal article (refereed), original research Author(s) Solonen Antti, Haario Heikki, Tchuenche Michel, Rwezaura Herieth
Efficient MCMC for Climate Model Parameter Estimation: Parallel Adaptive Chains and Early Rejection | 2012 Publication type A1 Journal article (refereed), original research Author(s) Solonen Antti, Haario Heikki, Ollinaho Pirkka, Laine Marko, Tamminen Johanna, Järvinen Heikki
Ensemble prediction and parameter estimation system: the concept | 2012 Publication type A1 Journal article (refereed), original research Author(s) Järvinen Heikki, Laine Marko, Solonen Antti, Haario Heikki Mathematics (miscellaneous) Discrete Mathematics and Combinatorics Mathematical Physics Applied Mathematics Modelling and Simulation Logic Algebra and Number Theory Computational Mathematics Geometry and Topology Control and Optimization
Ensemble prediction and parameter estimation system: the method | 2012 Publication type A1 Journal article (refereed), original research Author(s) Laine Marko, Solonen Antti, Haario Heikki, Järvinen Heikki Mathematics (miscellaneous) Statistics and Probability Mathematical Physics Applied Mathematics Numerical Analysis Modelling and Simulation Computational Mathematics Geometry and Topology
Frog population viability under past, present and future climate conditions: a Bayesian state-space approach | 2012 Publication type A1 Journal article (refereed), original research Author(s) McCaffery Rebecca, Solonen Antti, Crone Elizabeth
Model-Based Process Optimization In the Presence of Parameter Uncertainty | 2012 Publication type A1 Journal article (refereed), original research Author(s) Solonen Antti, Haario Heikki Mathematics (miscellaneous) Discrete Mathematics and Combinatorics Mathematical Physics Applied Mathematics Modelling and Simulation Logic Algebra and Number Theory Computational Mathematics Geometry and Topology Control and Optimization
On closure parameter estimation in chaotic systems | 2012 Publication type A1 Journal article (refereed), original research Author(s) Hakkarainen Janne, Ilin Alexander, Solonen Antti, Laine Marko, Haario Heikki, Tamminen Johanna, Oja Erkki, Järvinen Heikki
Simulation-Based Optimal Design Using a Response Variance Criterion | 2012 Publication type A1 Journal article (refereed), original research Author(s) Solonen Antti, Haario Heikki, Laine Marko Mathematics (miscellaneous) Discrete Mathematics and Combinatorics Mathematical Physics Applied Mathematics Modelling and Simulation Logic Algebra and Number Theory Computational Mathematics Geometry and Topology Control and Optimization
Variational Ensemble Kalman Filter using limited memory BFGS | 2012 Publication type A1 Journal article (refereed), original research Author(s) Solonen A., Haario H., Hakkarainen J., Auvinen H., Amour I., Kauranne T.
Estimation of ECHAM5 climate model closure parameters with adaptive MCMC | 2010 Publication type A1 Journal article (refereed), original research Author(s) Järvinen Heikki, Räisänen Petri, Laine Marko, Tamminen Johanna, Ilin Alexander, Oja Erkki, Solonen Antti, Haario Heikki Mathematics (miscellaneous) Statistics and Probability Mathematical Physics Applied Mathematics Numerical Analysis Modelling and Simulation Computational Mathematics
Skeletal isomerization kinetics of 1-pentene over an HZSM-22 catalyst | 2010 Publication type A1 Journal article (refereed), original research Author(s) Vahteristo Kari, Sahala Kari-Matti, Laari Arto, Solonen Antti, Haario Heikki Mathematics (miscellaneous) Process Chemistry and Technology Discrete Mathematics and Combinatorics Mathematical Physics Modelling and Simulation Logic Algebra and Number Theory Chemical Engineering Geometry and Topology Control and Optimization
Kinetics of Neopentyl Glycol Esterification with Different Carboxylic Acids | 2009 Publication type A1 Journal article (refereed), original research Author(s) Vahteristo Kari, Laari Arto, Solonen Antti, Haario Heikki, Maury Sylvie, Koskimies Salme Process Chemistry and Technology Chemical Engineering
Multicomponent reaction kinetics for the ozonation of p-nitrophenol and its decomposition products under acidic conditions at constant pH | 2009 Publication type A1 Journal article (refereed), original research Author(s) Kuosa Markku, Laari Arto, Solonen Antti, Haario Heikki, Kallas Juha Water Science and Technology Chemical Engineering
Estimation of kinetic parameters in neopentyl glycol esterification with propionic acid | 2008 Publication type A1 Journal article (refereed), original research Author(s) Vahteristo Kari, Laari Arto, Haario Heikki, Solonen Antti
Estimation of multicomponent reaction kinetics of p-nitrophenol ozonation in bubble column | 2007 Publication type A1 Journal article (refereed), original research Author(s) Kuosa Markku, Laari Arto, Haario Heikki, Solonen Antti, Kallas Juha Water Science and Technology Chemical Engineering Waste Management and Disposal