A Bayesian framework for correcting structural bias in dynamical models | 2026 Publication type A4 Conference proceedings Author(s) Amadi Miracle, Haario Heikki Other focus area Mathematics (miscellaneous) Analysis Applied Mathematics Numerical Analysis Computational Mathematics LUT School of Engineering Sciences
Instant Prediction of Moire Superlattice Relaxation in Twisted Bilayers of Transition Metal Dichalcogenides Using Different Neural Network Architectures | 2025 Publication type A1 Journal article (refereed), original research Author(s) Belonovskii Aleksei V., Girshova Elizaveta I., Lähderanta Erkki, Kaliteevski Mikhail A. Digital revolution Energy transition Numerical Analysis Materials Science LUT School of Engineering Sciences
Uncertainty quantification for electrical impedance tomography using quasi-Monte Carlo methods | 2025 Publication type A1 Journal article (refereed), original research Author(s) Bazahica Laura, Kaarnioja Vesa, Roininen Lassi Other focus area Numerical Analysis LUT School of Engineering Sciences
Design of surrogate models in civil engineering by neural networks | 2024 Publication type A4 Conference proceedings Author(s) Drahý Vojtěch, Mařík Radek, Kälviäinen Heikki Other focus area Business and society Applied Mathematics Numerical Analysis Civil and Structural Engineering Computer Vision and Pattern Recognition Materials Science LUT School of Engineering Sciences
Optimization of wind farm design taking into account uncertainty in input parameters | 2013 Publication type A4 Conference proceedings Author(s) Afanasyeva Svetlana, Saari Jussi, Kukkonen Saku, Partanen Jarmo, Pyrhönen Olli Statistics and Probability Renewable Energy, Sustainability and the Environment Mathematical Physics Applied Mathematics Numerical Analysis Modelling and Simulation Computer Science (miscellaneous) Computational Mathematics Control and Optimization Engineering (miscellaneous) LUT School of Energy Systems
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
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
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
