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
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
A Symmetric Relative-Error Loss Function for Intermittent Multiscale Signal Modelling | 2025 Publication type A4 Conference proceedings Author(s) Vanegas Arias Sergio M., Lensu Lasse, Ruiz Palacios Fredy Other focus area Computational Theory and Mathematics Computer Science Applications Signal Processing Control and Optimization LUT School of Engineering Sciences
UDGS-SLAM: UniDepth Assisted Gaussian Splatting for Monocular SLAM | 2025 Publication type A1 Journal article (refereed), original research Author(s) Mansour Mostafa, Abdelsalam Ahmed, Happonen Ari, Porras Jari, Rahtu Esa Other focus area Business and society Sensory Systems Computational Theory and Mathematics Artificial Intelligence Control and Systems Engineering Computer Science (miscellaneous) Computer Science Applications Computer Science Signal Processing Hardware and Architecture Computer Vision and Pattern Recognition Software Information Systems LUT School of Engineering Sciences LUT School of Energy Systems
Advancing Energy Efficiency: Machine Learning Based Forecasting Models for Integrated Power Systems in Food Processing Company | 2024 Publication type A1 Journal article (refereed), original research Author(s) Mirasci Seray, Uygyr Sara, Aksoy Asli Business and society Energy transition Computational Theory and Mathematics Electrical and Electronic Engineering LUT Business School
Lake Water Level Forecasting Using LSTM and GRU: A Deep Learning Approach | 2024 Publication type A4 Conference proceedings Author(s) Du Yuxin, Fan Jing, Happonen Ari, Paulraj Dassan, Tuape Michael Other focus area Computational Theory and Mathematics Artificial Intelligence Renewable Energy, Sustainability and the Environment Water Science and Technology Computer Science (miscellaneous) Computer Science Applications Computational Mathematics Computer Science Information Systems Computers in Earth Sciences LUT School of Engineering Sciences
GaAs Wurtzite Nanowires for Hybrid Piezoelectric Solar Cells | 2018 Publication type A4 Conference proceedings Author(s) Alekseev Prokhor A., Sharov Vladislav A., Geydt Pavel, Dunaevskiy Mikhail S., Soshnikov Ilya P., Reznik Rodion R., Lysak Volodymyr V., Lähderanta Erkki, Cirlin George E. Energy Engineering and Power Technology Computational Theory and Mathematics Electrical and Electronic Engineering Renewable Energy, Sustainability and the Environment Electronic, Optical and Magnetic Materials Computer Science Applications Atomic and Molecular Physics, and Optics Environmental Science (miscellaneous) Materials Science (miscellaneous) Computational Mechanics LUT School of Engineering Sciences
Design of desalinated water distribution networks including energy recovery devices | 2017 Publication type A4 Conference proceedings Author(s) Araya Natalia, Cisternas Luis, Lucay Freddy, Gálvez Edelmira Computational Theory and Mathematics Chemical Engineering (miscellaneous)
