KF-PLS: Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows | 2024 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Susiluoto Jouni, Lamminpää Otto, Sihvonen Tuomas, Reinikainen Satu-Pia, Haario Heikki Water - Refining sidestreams into value Air - Turning emissions into opportunities LUT School of Engineering Sciences
A Bayesian Approach to Modeling Biological Pattern Formation with Limited Data | 2023 Publication type A1 Journal article (refereed), original research Author(s) Kazarnikov Alexey, Scheichel Robert, Haario Heikki, Marciniak-Czochra Anna Other Focus Area LUT School of Engineering Sciences
Bayesian synthetic likelihood for stochastic models with applications in mathematical finance | 2023 Publication type A1 Journal article (refereed), original research Author(s) Maraia Ramona, Springer Sebastian, Härkönen Teemu, Simon Martin, Haario Heikki Other Focus Area LUT School of Engineering Sciences
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
Models of Acquired Immunity to Malaria: A Review | 2023 Publication type A3 Book section, chapters in research books Author(s) Amadi Miracle, Haario Heikki, Killeen Gerry Other Focus Area Chemistry (miscellaneous) Statistics and Probability Mathematical Physics Geometry and Topology LUT School of Engineering Sciences
Parameter Estimation and Forecasting for Biased Models | 2023 Publication type A3 Book section, chapters in research books Author(s) Amadi Miracle, Haario Heikki Other Focus Area Epidemiology Statistics, Probability and Uncertainty Public Health, Environmental and Occupational Health Mathematical Physics Computational Mathematics LUT School of Engineering Sciences
Reconstruction and segmentation from sparse sequential X-ray measurements of wood logs | 2023 Publication type A1 Journal article (refereed), original research Author(s) Springer Sebastian, Glielmo Aldo, Senchukova Angelina, Kauppi Tomi, Suuronen Jarkko, Roininen Lassi, Haario Heikki, Hauptmann Andreas Other Focus Area LUT School of Engineering Sciences
Spectral Profile Partial Least-Squares (SP-PLS): Local multivariate pansharpening on spectral profiles | 2023 Publication type A1 Journal article (refereed), original research Author(s) Sihvonen Tuomas, Duma Zina-Sabrina, Haario Heikki, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences
Uncertainty Quantification by Gaussian Random Fields for Point-Like Emissions from Satellite Observations | 2023 Publication type A1 Journal article (refereed), original research Author(s) Härkönen Teemu, Sundström Anu-Maija, Tamminen Johanna, Hakkarainen Janne, Vakkilainen Esa, Haario Heikki Air - Turning emissions into opportunities LUT School of Engineering Sciences LUT School of Energy Systems
Data based quantification of synchronization | 2022 Publication type A1 Journal article (refereed), original research Author(s) Shah Dipal, Springer Sebastian, Haario Heikki, Barbiellini Bernardo, Kalachev Leonid Other Focus Area LUT School of Engineering Sciences
Determination of kinetic constants by using transient temperature data from continuous stirred tank reactors | 2022 Publication type A1 Journal article (refereed), original research Author(s) Salmi Tapio, Tolvanen Pasi, Eränen Kari, Wärnå Johan, Leveneur Sébastien, Haario Heikki Air - Turning emissions into opportunities LUT School of Engineering Sciences
Numerical Investigation on the Effects of Forest Heterogeneity on Wind-Turbine Wake | 2022 Publication type A1 Journal article (refereed), original research Author(s) Adedipe Taiwo, Chaudhari Ashvinkumar, Hellsten Antti, Kauranne Tuomo, Haario Heikki Other Focus Area Computational Mechanics LUT School of Engineering Sciences
Parameter Identification and Forecast with a Biased Model | 2022 Publication type A4 Conference proceedings Author(s) Amadi Miracle, Haario Heikki Other Focus Area Business and society - Sustainable renewal of business, industry and society Statistics, Probability and Uncertainty Statistics and Probability Applied Mathematics LUT School of Engineering Sciences
Towards operational phytoplankton recognition with automated high-throughput imaging, near-real-time data processing, and convolutional neural networks | 2022 Publication type A1 Journal article (refereed), original research Author(s) Kraft Kaisa, Velhonoja Otso, Eerola Tuomas, Suikkanen Sanna, Tamminen Timo, Haraguchi Lumi, Ylöstalo Pasi, Kielosto Sami, Johansson Milla, Lensu Lasse, Kälviäinen Heikki, Haario Heikki, Seppälä Jukka Other Focus Area Computer Vision and Pattern Recognition Environmental Science LUT School of Engineering Sciences
Agent-based modelling of complex factors impacting malaria prevalence | 2021 Publication type A1 Journal article (refereed), original research Author(s) Amadi Miracle, Shcherbacheva Anna, Haario Heikki
Efficient Bayesian inference for large chaotic dynamical systems | 2021 Publication type A1 Journal article (refereed), original research Author(s) Springer Sebastian, Haario Heikki, Susiluoto Jouni, Bibov Aleksandr, Davis Andrew, Marzouk Youssef Other Focus Area LUT School of Engineering Sciences
Error Control in the Numerical Posterior Distribution in the Bayesian UQ Analysis of a Semilinear Evolution PDE | 2021 Publication type A1 Journal article (refereed), original research Author(s) Daza-Torres Maria L., Montesinos-López J. Cricelio, Capistrán Marcos A., Christen J. Andrés, Haario Heikki Other Focus Area LUT School of Engineering Sciences
Parameter estimation in kinetic models of complex heterogeneous catalytic reactions using Bayesian statistics | 2021 Publication type A1 Journal article (refereed), original research Author(s) Murzin Dimitri, Wärnå Johan, Haario Heikki, Salmi Tapio Air - Turning emissions into opportunities LUT School of Engineering Sciences
Parameter estimation of stochastic chaotic systems | 2021 Publication type A1 Journal article (refereed), original research Author(s) Maraia Ramona, Springer Sebastian, Haario Heikki, Hakkarainen Janne, Saksman Eero Other Focus Area LUT School of Engineering Sciences
Septohippocampal transmission from parvalbumin-positive neurons features rapid recovery from synaptic depression | 2021 Publication type A1 Journal article (refereed), original research Author(s) Yi Feng, Garrett Tavita, Deisseroth Karl, Haario Heikki, Stone Emily, Lawrence J. Josh
Efficient multi-scale Gaussian process regression for massive remote sensing data with satGP v0.1.2 | 2020 Publication type A1 Journal article (refereed), original research Author(s) Susiluoto Jouni, Spantini Alessio, Haario Heikki, Härkönen Teemu, Marzouk Youssef
Identification of molecular cluster evaporation rates, clusterformation enthalpies and entropies by Monte Carlo method | 2020 Publication type A1 Journal article (refereed), original research Author(s) Shcherbacheva Anna, Balehowsky Tracey, Olenius Tinja, Helin Tapio, Laine Marko, Haario Heikki, Kurtén Theo, Vehkamäki Hanna
Modelling internal knot distribution using external log features | 2020 Publication type A1 Journal article (refereed), original research Author(s) Zolotarev Fedor, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Helin Tapio, Haario Heikki, Kauppi Tomi, Heikkinen Jere Forestry Applied Mathematics Computational Mathematics Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Resolving overlapping convex objects in silhouette images by concavity analysis and Gaussian process | 2020 Publication type A1 Journal article (refereed), original research Author(s) Zafari Sahar, Murashkina Mariia, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Statistical approach for parameter identification by Turing patterns | 2020 Publication type A1 Journal article (refereed), original research Author(s) Kazarnikov Alexey, Haario Heikki
Towards operational phytoplankton recognition with automated high-throughput imaging and compact convolutional neural networks | 2020 Publication type B1 Unrefereed journal article Author(s) Eerola Tuomas, Kraft Kaisa, Grönberg Osku, Lensu Lasse, Suikkanen Sanna, Seppälä Jukka, Tamminen Timo, Kälviäinen Heikki, Haario Heikki
Accelerated Whole-Core Analysis Optimization With Wellsite Tomography Instrumentation and Bayesian Inversion | 2019 Publication type A1 Journal article (refereed), original research Author(s) Mendoza Alberto, Roininen Lassi, Girolami Mark, Heikkinen Jere, Haario Heikki
Algorithmic tuning of spread‐skill relationship in ensemble forecasting systems | 2019 Publication type A1 Journal article (refereed), original research Author(s) Ekblom Madeleine, Tuppi Lauri, Shemyakin Vladimir, Laine Marko, Ollinaho Pirkka, Haario Heikki, Järvinen Heikki
Correlation integral likelihood for stochastic differential equations | 2019 Publication type A3 Book section, chapters in research books Author(s) Haario Heikki, Hakkarainen Janne, Maraia Ramona, Springer Sebastian
Detection of Mechanical Damages in Sawn Timber Using Convolutional Neural Networks | 2019 Publication type A4 Conference proceedings Author(s) Rudakov Nikolay, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Haario Heikki Industrial and Manufacturing Engineering Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Fine-Grained Wood Species Identification Using Convolutional Neural Networks | 2019 Publication type A4 Conference proceedings Author(s) Shustrov Dmitrii, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Haario Heikki
Robust parameter estimation of chaotic systems | 2019 Publication type A1 Journal article (refereed), original research Author(s) Springer Sebastian, Heikki Haario, Shemyakin Vladimir, Kalachev Leonid, Shchepakin Denis
Statistical methods to enable practical on-site tomographic imaging of whole-core samples | 2019 Publication type A1 Journal article (refereed), original research Author(s) Mendoza Alberto, Roininen Lassi, Girolami Mark, Heikkinen Jere, Haario Heikki
Timber Tracing with Multimodal Encoder-Decoder Networks | 2019 Publication type A4 Conference proceedings Author(s) Zolotarev Fedor, Eerola Tuomas, Lensu Lasse, Kälviäinen Heikki, Haario Heikki, Heikkinen Jere, Kauppi Tomi Computer Science Applications Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Approximation error approach in spatiotemporally chaotic models with application to Kuramoto-Sivashinsky equation | 2018 Publication type A1 Journal article (refereed), original research Author(s) Huttunen J.M.J., Kaipio J.P., Haario H.
Modeling host-seeking behavior of African malaria vector mosquitoes in the presence of long-lasting insecticidal nets | 2018 Publication type A1 Journal article (refereed), original research Author(s) Shcherbacheva Anna, Haario Heikki, Killeen Gerry Epidemiology LUT School of Engineering Sciences
Numerical approach for solving beam contact problem for airframe assembly simulation in case of non-conformal meshes | 2018 Publication type A4 Conference proceedings Author(s) Avramenko A., Agafonova O., Sorvari J., Avramenko Y., Haario H.
Online identification of large-scale chaotic system | 2018 Publication type A1 Journal article (refereed), original research Author(s) Shemyakin Vladimir, Haario Heikki
Analysis of bias in an Ebola epidemic model by extended Kalman filter approach | 2017 Publication type A1 Journal article (refereed), original research Author(s) Ndanguza Denis, Mbalawata Isambi S., Haario Heikki, Tchuenche Jean M.
Comment on the AM method | 2017 Publication type B1 Unrefereed journal article Author(s) Laine Marko, Susiluoto Jouni, Tamminen Johanna, Haario Heikki
Comparison of Concave Point Detection Methods for Overlapping Convex Objects Segmentation | 2017 Publication type A4 Conference proceedings Author(s) Zafari Sahar, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Fast Numerical Modelling Method for Wind Flow Investigation Based on Depth-Averaged Equations | 2017 Publication type A4 Conference proceedings Author(s) Avramenko Anna, Agafonova Oxana, Sorvari Joonas, Haario Heikki, Avramenko Yury
Segmentation of Partially Overlapping Convex Objects Using Branch and Bound Algorithm | 2017 Publication type A4 Conference proceedings Author(s) Zafari Sahar, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki Computer Vision and Pattern Recognition LUT School of Engineering Sciences
Flow Simulation over a Wind Turbine Using a Fast Method based on Depth-Averaged Equations | 2016 Publication type A4 Conference proceedings Author(s) Avramenko Anna, Agafonova Oxana, Sorvari Joonas, Haario Heikki
Simulation of depth-integrated flow over a hill | 2016 Publication type A4 Conference proceedings Author(s) Avramenko Anna, Agafonova Oxana, Sorvari Joonas, Haario Heikki Engineering Environmental Science Mathematics
Tuning parameters of ensemble prediction system and optimization with differential evolution approach | 2016 Publication type A4 Conference proceedings Author(s) Shemyakin Vladimir, Haario Heikki
Contact problem decision for airframe assembly simulation in case of non-conformal meshes in a junction area | 2015 Publication type A1 Journal article (refereed), original research Author(s) Avramenko Anna, Agafonova Oxana, Haario Heikki
Generalized correlation integral vectors: A distance concept for chaotic dynamical systems | 2015 Publication type A1 Journal article (refereed), original research Author(s) Haario Heikki, Kalachev Leonid, Hakkarainen Jouni
Modeling TiO2's Refractive Index Function from Bulk to Na-noparticles | 2015 Publication type A1 Journal article (refereed), original research Author(s) Jalava Juho, Taavitsainen Veli-Matti, Lamminmäki Ralf-Johan, Lindholm Minna, Auvinen Sami, Alatalo Matti, Vartiainen Erik, Haario Heikki Physics and Astronomy Materials Science LUT School of Engineering Sciences
Numerical modeling of flow around a wind turbine using a fast method based on depth-averaged equations | 2015 Publication type A1 Journal article (refereed), original research Author(s) Avramenko Anna, Agafonova Oxana, Sorvari Joonas, Haario Heikki Engineering Environmental Science Mathematics
Numerical Modeling of the Depth-Averaged Flow Over a Hill | 2015 Publication type A1 Journal article (refereed), original research Author(s) Avramenko Anna, Haario Heikki
Posterior inference on parameters of stochastic differential equations via non-linear Gaussian filtering and adaptive MCMC | 2015 Publication type A1 Journal article (refereed), original research Author(s) Särkkä Simo, Hartikainen Jouni, Mbalawata Isambi Sailon, Haario Heikki Statistics and Probability Applied Mathematics
Presynaptic cholinergic neuromodulation alters the temporal dynamics of short-term depression at parvalbumin-positive basket cell synapses from juvenile CA1 mouse hippocampus | 2015 Publication type A1 Journal article (refereed), original research Author(s) Lawrence J. Josh, Haario Heikki, Stone Emily F.
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
Segmentation of Overlapping Elliptical Objects in Silhouette Images | 2015 Publication type A1 Journal article (refereed), original research Author(s) Zafari Sahar, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki
Segmentation of Partially Overlapping Nanoparticles Using Concave Points | 2015 Publication type A4 Conference proceedings Author(s) Zafari Sahar, Eerola Tuomas, Sampo Jouni, Kälviäinen Heikki, Haario Heikki Mathematics
Stabilized BFGS approximative Kalman Filter | 2015 Publication type A1 Journal article (refereed), original research Author(s) Bibov Alexander, Haario Heikki, Solonen Antti
A kinetic model for the frequency dependence of cholinergic modulation at hippocampal GABAergic synapses | 2014 Publication type A1 Journal article (refereed), original research Author(s) Stone Emily, Haario Heikki, Lawrence J. Josh Mathematics LUT School of Engineering Sciences
Adaptive Metropolis Algorithm Using Variational Bayesian Adaptive Kalman Filter | 2014 Publication type A1 Journal article (refereed), original research Author(s) Mbalawata Isambi, Särkkä Simo, Vihola Matti, Haario Heikki Mathematics
Determining parameter distribution in within-host severe P. falciparum malaria | 2014 Publication type A1 Journal article (refereed), original research Author(s) Nannyonga Betty, Mwanga Gasper, Haario Heikki, Mbalawata Isambi, Matti Heiliö Matti Applied Mathematics
Identification of the viscoelastic parameters of a polymer model by the aid of a MCMC method | 2014 Publication type A1 Journal article (refereed), original research Author(s) Haario Heikki, von Hertzen Heikki, Karttunen Anssi, Jorkama Marko
Numerical And Experimental Modelling of Wind Flow Over Hills | 2014 Publication type A4 Conference proceedings Author(s) Agafonova Oxana, Koivuniemi Aapo, Chaudhari Ashvikumar, Conan B., Haario Heikki, Hämäläinen Jari
Optimal Control of Malaria Model with Drug Resistance in Presence of Parameter Uncertainty | 2014 Publication type A1 Journal article (refereed), original research Author(s) Mwanga Gasper, Haario Heikki, Nannyonga Betty Mathematics
Optimal control problems of epidemic systems with parameter uncertainties: Application to a malaria two-age-classes transmission model with asymptomatic carriers | 2014 Publication type A1 Journal article (refereed), original research Author(s) Mwanga Gasper, Haario Heikki, Capasso Vincenzo Mathematics
Optimization of NWP model closure parameters using total energy norm of forecast error as a target | 2014 Publication type A1 Journal article (refereed), original research Author(s) Ollinaho Pirkka, Järvinen Heikki, Bauer Peter, Laine Marko, Bechtold Peter, Susiluoto Jouni, Haario Heikki Environmental Science
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 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
Getting the 'right' parameter values for models of the pelagic microbial food web | 2013 Publication type A1 Journal article (refereed), original research Author(s) Lignell Risto, Haario Heikki, Laine Marko, Thigstade T. Frede Environmental Science Mathematics
MCMC-Based Pressure Analysis | 2013 Publication type A4 Conference proceedings Author(s) Wu Huapeng, Liu Junhong, Handroos Heikki, Haario Heikki
Novel Methods of Chaos Detection of Active Magnetic Bearing (AMB) System by Signal Analysis | 2013 Publication type A4 Conference proceedings Author(s) Esfahani Alireza Fakhrizadeh, Jastrzebski Rafal P., Kauranne Tuomo, Haario Heikki, Pyrhönen Olli
Novel Online Re-Calibration Method for multi-axis force/torque sensor of ITER Welding/Machining Robot | 2013 Publication type A1 Journal article (refereed), original research Author(s) Roozbahani Hamid, Fakhrizadeh Alireza, Haario Heikki, Handroos Heikki Mechanical Engineering Control and Optimization Mathematics LUT School of Energy Systems
Parameter estimation in SDE with MCMC and Non-linear Kalman Filtering | 2013 Publication type A1 Journal article (refereed), original research Author(s) Mbawalata Isambi, Särkkä Simo, Haario Heikki Computer Science Mathematics
Parameter Estimation of an Electrohydraulic Servo System Using a Markov Chain Monte Carlo Method | 2013 Publication type A1 Journal article (refereed), original research Author(s) Liu Junhong, Wu Huapeng, Handroos Heikki, Haario Heikki
Reduction and identification of dynamic models. Simple example: Generic Receptor Model | 2013 Publication type A1 Journal article (refereed), original research Author(s) Haario Heikki, Kalachev Leonid, Laine Marko Computer Science Environmental Science Mathematics
Refractive Index Functions of TiO2 Nanoparticles | 2013 Publication type A1 Journal article (refereed), original research Author(s) Auvinen Sami, Alatalo Matti, Haario Heikki, Vartiainen Erik, Jalava Juho-Pertti, Lamminmäki Ralf-Johan Surfaces and Interfaces Condensed Matter Physics Modelling and Simulation Atomic and Molecular Physics, and Optics Materials Science (miscellaneous)
Statistical data analysis of the 1995 Ebola outbreak in the Democratic Republic of Congo | 2013 Publication type A1 Journal article (refereed), original research Author(s) Ndanguza D, Tchuenche JM, Haario Heikki Mathematics (miscellaneous) Statistics and Probability Analysis Discrete Mathematics and Combinatorics Numerical Analysis Modelling and Simulation Logic Computational Mathematics
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
A generalized 1-dimensional particle transport method for convection diffusion reaction model | 2012 Publication type A1 Journal article (refereed), original research Author(s) Makungu James, Haario Heikki, Mahera William Charles 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
Determination of kinetics of percarboxylic acids synthesis in a microreactor by mathematical modeling | 2012 Publication type A1 Journal article (refereed), original research Author(s) Ebrahimi Fatemeh, Kolehmainen Eero, Laari Arto, Haario Heikki, Semenov Denis, Turunen Ilkka
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
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
Modeling of a Proportional Valve by MCMC Method | 2012 Publication type A4 Conference proceedings Author(s) Liu Junhong, Wu Huapeng, Handroos Heikki, Haario Heikki Energy Engineering LUT School of Energy Systems
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
Spread of Antimalarial Drug Resistance in a Population with Superinfection | 2012 Publication type A1 Journal article (refereed), original research Author(s) Mwanga Gaspar, Nannyonga B., Haario Heikki
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.
A mathematical model of Rift Valley Fever with human host | 2011 Publication type A1 Journal article (refereed), original research Author(s) Mpeshe S Chilongola, Haario Heikki, Tchuence J M Mathematics (miscellaneous) Statistics and Probability Analysis Applied Mathematics Numerical Analysis Modelling and Simulation Computational Mathematics Control and Optimization
Empirical leakage model for hydraulic servo valve | 2011 Publication type A4 Conference proceedings Author(s) Liu Junhong, Wu Huapeng, Handroos Heikki, Haario Heikki, Nishiumi Takao Mathematics (miscellaneous) Discrete Mathematics and Combinatorics Physics and Astronomy Energy Computer Science Environmental Science Chemical Engineering Geometry and Topology Control and Optimization Mathematics LUT School of Energy Systems
Size and Shape Dependence of the Electronic and Spectral Properties in TiO2 Nanoparticles | 2011 Publication type A1 Journal article (refereed), original research Author(s) Auvinen Sami, Alatalo Matti, Haario Heikki, Jalava Juho-Pertti, Lamminmäki Ralf-Johan Mathematical Physics Applied Mathematics Modelling and Simulation Computational Mathematics Theoretical Computer Science
Study of Leakage Model for Servo Valve | 2011 Publication type A4 Conference proceedings Author(s) Liu Junhong, Wu Huapeng, Handroos Heikki, Haario Heikki Mathematics (miscellaneous) Discrete Mathematics and Combinatorics Physics and Astronomy Energy Computer Science Environmental Science Chemical Engineering Geometry and Topology Control and Optimization Mathematics LUT School of Energy Systems
Advenced control strategy for water hydraulic driven hybrid parallel robot | 2010 Publication type A4 Conference proceedings Author(s) Wu Huapeng, Haario Heikki Mathematics (miscellaneous) Discrete Mathematics and Combinatorics Physics and Astronomy Energy Computer Science Environmental Science Chemical Engineering Geometry and Topology Control and Optimization Mathematics LUT School of Energy Systems
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
Robustness Analysis of Models for Hydraulic Servo Valve by Using a Statistical Method | 2010 Publication type A4 Conference proceedings Author(s) Liu Junhong, Wu Huapeng, Handroos Heikki, Haario Heikki Mathematics (miscellaneous) Discrete Mathematics and Combinatorics Physics and Astronomy Energy Computer Science Environmental Science Chemical Engineering Geometry and Topology Control and Optimization Mathematics LUT School of Energy Systems
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
The variational Kalman filter and an efficient implementation using limited memory BFGS | 2010 Publication type A1 Journal article (refereed), original research Author(s) Auvinen Harri, Bardsley Johnathan M, Haario Heikki, Kauranne Tuomo Mathematics (miscellaneous) Statistics and Probability Mathematical Physics Applied Mathematics Numerical Analysis Modelling and Simulation Logic Computational Mathematics Control and Optimization
Improving the Robustness of Simulation Models for Hydraulic Components and Circuits by a Statistical Method | 2009 Publication type A4 Conference proceedings Author(s) Liu Junhong, Handroos Heikki, Haario Heikki, Wu Huapeng
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
Large-scale Kalman filtering using the limited memory BFGS method | 2009 Publication type A1 Journal article (refereed), original research Author(s) Auvinen Harri, Bardsley Johnathan, Haario Heikki, Kauranne Tuomo 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
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
Reliability Analysis of a Model for Servo Hydraulic System by Utilizing Markov Chain Monte Carlo Method | 2009 Publication type A4 Conference proceedings Author(s) Liu Junhong, Handroos Heikki, Haario Heikki, Wu Huapeng
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
Numerical study of dynamics of single bubbles and bubble swarms | 2008 Publication type A1 Journal article (refereed), original research Author(s) Smolianski Anton, Haario Heikki, Luukka Pasi
Particle transport method for simulation of multicomponent chromatography problems | 2008 Publication type A1 Journal article (refereed), original research Author(s) Shipilova Olga, Sainio Tuomo, Haario Heikki
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
DRAM: Efficient adaptive MCMC | 2006 Publication type A1 Journal article (refereed), original research Author(s) Haario Heikki, Laine Marko, Mira Antonietta, Saksman Eero Statistics and Probability Computer Science
Effect of Nutrient Loading on Bacterioplankton Community Composition in Lake Mesocosms | 2006 Publication type A1 Journal article (refereed), original research Author(s) Haukka Kaisa, Kolmonen Eija, Hyder Rafiqul, Hietala Jaana, Vakkilainen Kirsi, Kairesalo Timo, Haario Heikki, Sivo nen Kaarina Ecological Modelling
Modeling of Reactive Crystallization: Using Particle Transport Method in Unsteady-State Modeling of Crystal Growth | 2005 Publication type B3 Unrefereed conference proceedings Author(s) Hatakka Henry, Shipilova Olga, Haario Heikki, Kallas Juha Filtration and Separation
Using a Meshless Transport Method in Modelling of Reactive Crystallization of Barium Sulphate | 2005 Publication type B3 Unrefereed conference proceedings Author(s) Hatakka Henry, Shipilova Olga, Haario Heikki, Kallas Juha Filtration and Separation
Vortex shedding behind a rising bubble and two-bubble coalescence: A numerical approach | 2005 Publication type A1 Journal article (refereed), original research Author(s) Smolianski Anton, Haario Heikki, Luukka Pasi
Computational modelling of complex bubble interactions | 2004 Publication type Other Author(s) Haario Heikki, Laari Arto, Luukka Pasi, Smolianski Anton, Turunen Ilkka Process Chemistry and Technology
Computational Modelling of Complex Bubble Interactions | 2004 Publication type Other Author(s) Haario Heikki, Laari Arto, Luukka Pasi, Smolianski Anton, Turunen Ilkka Process Chemistry and Technology
Computational Modelling of Complex Phenomena in Bubble Dynamics: Vortex Shedding and Bubble Swarms | 2004 Publication type Other Author(s) Haario Heikki, Korotkaya Zhanna, Luukka Pasi, Smolianski Anton
Computational Study of Bubble Dynamics | 2004 Publication type Other Author(s) Smolianski Anton, Haario Heikki, Luukka Pasi
Markov chain Monte Carlo methods for high dimensional inversion in remote sensing, with discussion J.R. | 2004 Publication type A1 Journal article (refereed), original research Author(s) Haario Heikki, Laine Marko, Lehtinen Markku, Saksman Eero, Tamminen Johanna Computational Theory and Mathematics
Vortex Shedding Behind a Rising Bubble and Two-bubble Coalescence: A numerical Approach | 2004 Publication type Other Author(s) Smolianski Anton, Haario Heikki, Luukka Pasi
Numerical Bubble Dynamics | 2003 Publication type A4 Conference proceedings Author(s) Haario Heikki, Luukka Pasi, Smolianski Anton 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