Advanced Bilinear Koopman Models for Predictive Control of Nonholonomic Systems | 2026 Publication type A4 Conference proceedings Author(s) Krauspenhaar Jasmin, Krendelsberger Emilia F. P., Rosenfelder Mario, Bold Lea, Schimperna Irene, Worthmann Karl, Eberhard Peter, Ebel Henrik Digital revolution Decision Sciences (miscellaneous) Mechanical Engineering Applied Mathematics Modelling and Simulation Control and Systems Engineering Computer Science Applications Computational Mathematics Control and Optimization Computational Mechanics LUT School of Energy Systems
Learning-Accelerated Optimization-Based Trajectory Planning for Cooperative Aerial-Ground Handover Missions | 2026 Publication type A4 Conference proceedings Author(s) Chen Jingshan, Yu Bochen, Ebel Henrik, Eberhard Peter Digital revolution Statistics, Probability and Uncertainty Mechanical Engineering Electrical and Electronic Engineering Artificial Intelligence Applied Mathematics Modelling and Simulation Control and Systems Engineering Computer Science Applications Computational Mathematics Computational Mechanics LUT School of Energy Systems
Warped Gradient-Enhanced Gaussian Process Surrogate Models for Exponential Family Likelihoods with Intractable Normalizing Constants | 2025 Publication type A1 Journal article (refereed), original research Author(s) Vu Quan, Moores Matthew, Zammit-Mangion Andrew Digital revolution Statistics, Probability and Uncertainty Statistics and Probability Computational Mathematics
Simulating Integrated Part Selection And Geometric Placement In AM Polymer Powder Beds: A Voxelized Evolutionary Approach | 2026 Publication type A4 Conference proceedings Author(s) Mannermaa Anna, Samemaleki Shadi, Pitkänen Petri, Savolainen Jyrki Digital revolution Artificial Intelligence Computational Mathematics LUT Business School
On the Design of Model Predictive Setpoint Controllers for Nonholonomic Multibody Systems | 2026 Publication type A4 Conference proceedings Author(s) Rosenfelder Mario, Ebel Henrik, Eberhard Peter Digital revolution Applied Mathematics Computer Science Applications Computational Mathematics Computational Mechanics LUT School of Energy Systems
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
