Correcting Structural Bias in Dynamical Models of Infectious Disease Using a Bayesian State-Space Framework | 2026 Publication type A1 Journal article (refereed), original research Author(s) Amadi Miracle, García-Merino Carlos José, Haario Heikki Other focus area Infectious Diseases Statistics, Probability and Uncertainty Applied Mathematics Computational Mathematics LUT School of Engineering Sciences
MoRE: Multi-Oracle Reward Evolution for Automated Reward Shaping in Reinforcement Learning | 2026 Publication type A4 Conference proceedings Author(s) Abdelsalam Ahmed, Happonen Ari, Papadakis Panagiotis, Porras Jari Digital revolution Other focus area Business and society Endocrine and Autonomic Systems Management Science and Operations Research Human-Computer Interaction Computer Graphics and Computer-Aided Design Computational Theory and Mathematics Artificial Intelligence Computer Science (miscellaneous) Computer Science Applications Computational Mathematics Theoretical Computer Science Computer Science Signal Processing Hardware and Architecture Computer Vision and Pattern Recognition Software Control and Optimization Computational Mechanics Information Systems Management of Technology and Innovation LUT School of Engineering Sciences
Physics-guided neural network in gearbox fault diagnosis | 2026 Publication type A1 Journal article (refereed), original research Author(s) Ahmadi Ghouchan Atigh Nastaran, Moharrami Ali, Rohani Bastami Abbas, Choudhury Tuhin, Behzad Mehdi, Sopanen Jussi, Pourgol Mohammad Digital revolution Statistics, Probability and Uncertainty Mechanical Engineering Artificial Intelligence Computer Science Applications Computational Mathematics Signal Processing Computational Mechanics LUT School of Energy Systems
Sustaining herd immunity against measles: Insights from a serological cohort study in an outbreak-free population | 2026 Publication type A1 Journal article (refereed), original research Author(s) Amadi Miracle, Vänskä Simopekka, Davidkin Irja, Haario Heikki, Leino Tuija, Merlin Merit, Auranen Kari, Kontio Mia Other focus area Infectious Diseases Epidemiology Computational Mathematics Health Informatics LUT School of Engineering Sciences
MSF-DET: Multi-Scale Spectral Fusion Detection Framework for Low-Light Object Detection in Urban Intelligent Transportation | 2026 Publication type A1 Journal article (refereed), original research Author(s) Zhang Yongyue, Phang Swee King, Che Jianfeng, Pang Wai Leong, Happonen Ari, Goh Hui Hwang Digital revolution Business and society Computer Networks and Communications Mathematics (miscellaneous) Management Science and Operations Research Human-Computer Interaction Computational Theory and Mathematics Artificial Intelligence Automotive Engineering Applied Mathematics Modelling and Simulation Logic Computer Science (miscellaneous) Computer Science Applications Computational Mathematics Theoretical Computer Science Computer Science Signal Processing Hardware and Architecture Computer Vision and Pattern Recognition Software Control and Optimization Mathematics Information Systems LUT School of Engineering Sciences
Intelligent Modeling of African Migration: Gendered Insights from 1990 to 2050 Using Computational Prediction | 2026 Publication type A4 Conference proceedings Author(s) Kaladevi R., Rani V.Uma, Sarasu P., Happonen Ari Other focus area Business and society Gender Studies Mathematics (miscellaneous) Computer Science (miscellaneous) Social Sciences (miscellaneous) Computational Mathematics Development Civil and Structural Engineering Information Systems Social Sciences Engineering (miscellaneous) LUT School of Engineering Sciences
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
Intelligent Ridge Path Planning for Agriculture Robot Using Modified Q-Learning Algorithm | 2026 Publication type A1 Journal article (refereed), original research Author(s) Sivasangari A., Kishor Sonti V.J.K., Cruz Antony J., Murali E., Deepa D., Happonen Ari Digital revolution Planetary resources Other focus area Management Science and Operations Research Information Systems and Management Artificial Intelligence Computer Science (miscellaneous) Computer Science Applications Computational Mathematics Computer Science Signal Processing Hardware and Architecture Computer Vision and Pattern Recognition Software Information Systems Management of Technology and Innovation Computers in Earth Sciences LUT School of Engineering Sciences
Possibilistic Robot Localization Using Visual Landmarks | 2025 Publication type A1 Journal article (refereed), original research Author(s) Könecke Tom, Ebel Henrik, Hanss Michael Other focus area Business and society Decision Sciences Mechanical Engineering Artificial Intelligence Applied Mathematics Computer Science Applications Computational Mathematics Computational Mechanics LUT School of Energy Systems
