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
Createch’s near-future emergence analysis | 2026 Publication type A4 Conference proceedings Author(s) Sosunova Inna, Sudarshan Vidya, Happonen Ari Digital revolution Other focus area Business and society Management Science and Operations Research Human-Computer Interaction Industrial and Manufacturing Engineering Information Systems and Management Computer Graphics and Computer-Aided Design Electrical and Electronic Engineering Artificial Intelligence Computer Science (miscellaneous) Computer Science Applications Computer Science Software Computational Mechanics Information Systems Management of Technology and Innovation Engineering (miscellaneous) 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
European Union Data Act Enabling IoT Data Sharing for Creation of New Services and Software Products | 2026 Publication type A4 Conference proceedings Author(s) Metso Lasse, Kinnunen Sini-Kaisu, Happonen Ari Digital revolution Other focus area Business and society Management Science and Operations Research Organizational Behavior and Human Resource Management Information Systems and Management Strategy and Management Management, Monitoring, Policy and Law Computer Science (miscellaneous) Computer Science Applications Computer Science Business, Management and Accounting (miscellaneous) Information Systems Management of Technology and Innovation Management Information Systems Business and International Management LUT School of Engineering Sciences
Creative Technologies & Augmented Reality for Business Sustainability - A Literature Review for Impacts, Opportunities and Benefits | 2026 Publication type A4 Conference proceedings Author(s) Happonen Ari, Swapnil Amitav M., Sosunova Inna, Van Berlo Zeph M.C., Garcia Manuel B. Digital revolution Other focus area Business and society Developmental and Educational Psychology Management Science and Operations Research Human-Computer Interaction Organizational Behavior and Human Resource Management Education Artificial Intelligence Renewable Energy, Sustainability and the Environment Computer Science (miscellaneous) Computer Science Applications Computer Science Software Information Systems Management of Technology and Innovation Computers in Earth Sciences LUT Business School LUT School of Engineering Sciences
Less Watching, Less Learning? Investigating the Immediate Cognitive and Motivational Impact of AIGenerated Summaries in Video-Based Education | 2026 Publication type A4 Conference proceedings Author(s) Garcia Manuel B., Yousef Ahmed Mohamed Fahmy, Happonen Ari, Crompton Helen Digital revolution Other focus area Business and society Developmental and Educational Psychology Human-Computer Interaction Education Artificial Intelligence Media Technology Engineering Computer Science (miscellaneous) Computer Science Applications Computer Science Information Systems Engineering (miscellaneous) LUT School of Engineering Sciences
Business Sustainability Performance through Augmented Reality: A Literature Review on Applications, Benefits and Challenges | 2025 Publication type A4 Conference proceedings Author(s) Swapnil Amitav M., Sosunova Inna, Kurnia Sherah, Van Berlo Zeph M. C., Garcia Manuel B., Happonen Ari Digital revolution Planetary resources Other focus area Business and society Management Science and Operations Research Human-Computer Interaction Artificial Intelligence Renewable Energy, Sustainability and the Environment Business, Management and Accounting Computer Science (miscellaneous) Computer Science Applications Computer Science Software Information Systems Management of Technology and Innovation Business and International Management Computers in Earth Sciences LUT School of Engineering Sciences
Unpacking Freshmen Aspirations and Expectations in Their Enrolled College Degree Programs: A Sentiment Analysis Approach | 2025 Publication type A4 Conference proceedings Author(s) Valderama Arlene Mae C., Ortiz Amelita H., Fabe Rhoda D., Ramos Ronel F., Happonen Ari, Garcia Manuel B. Digital revolution Other focus area Demography Developmental and Educational Psychology Human-Computer Interaction Education Communication Artificial Intelligence Computer Science (miscellaneous) Computer Science Applications Social Sciences (miscellaneous) Development Computer Science Software Information Systems Social Sciences 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
