Score-based diffusion models for severely ill-posed problems in diffuse optical tomography | 2026 Publication type A1 Journal article (refereed), original research Author(s) Schneider Fabian, Mozumder Meghdoot, Tamaro Konstantin, Taghizadeh Leila, Tarvainen Tanja, Helin Tapio, Duong Duc-Lam Other focus area Statistics, Probability and Uncertainty Applied Mathematics Computational Mathematics LUT School of Engineering Sciences
Statistical comparison of reconstruction methods for the inverse boundary problem of the one-dimensional wave equation | 2026 Publication type A1 Journal article (refereed), original research Author(s) Agenorwoth Samuel, Blåsten Emilia L K Digital revolution Planetary resources Business and society Radiology, Nuclear Medicine and Imaging Acoustics and Ultrasonics Statistics, Probability and Uncertainty Applied Mathematics Civil and Structural Engineering LUT School of Engineering Sciences
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
Regional Variance-Based Sensitivity Analysis and a Study of Regional Equifinality | 2026 Publication type A1 Journal article (refereed), original research Author(s) Helo Justus, Kozlova Mariia, Roy Pamphile, Yeomans Julian Scott Digital revolution Business and society Statistics, Probability and Uncertainty LUT Business School
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
A systematic review of mathematical models for soil-transmitted helminthiasis control strategies | 2026 Publication type A2 Review article, literature review, systematic review Author(s) Masandawa Lemjini, Amadi Miracle, Mbalawata Isambi S., Kinung’hi Safari, Mirau Silas S. Other focus area Infectious Diseases Statistics, Probability and Uncertainty Analysis Applied Mathematics LUT School of Engineering Sciences
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
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
Estimation for AMB-Supported Rotor Systems: A Feasibility Study for Going Beyond the Kalman Filter | 2026 Publication type A4 Conference proceedings Author(s) Moharrami Ali, Ranjan Gyan, Sopanen Jussi, Ebel Henrik Digital revolution Statistics, Probability and Uncertainty Mechanical Engineering Control and Systems Engineering Control and Optimization LUT School of Energy Systems
Sensitivity Analysis: A Practical Guide to Teaching | 2026 Publication type A1 Journal article (refereed), original research Author(s) Tarantola Stefano, Aleksovska Ivana, Kozlova Mariia, Lachi Alessio, Lo Piano Samuele, Rosati Rossana, Saltelli Andrea Digital revolution Business and society Statistics, Probability and Uncertainty LUT Business School
