Bayesian hierarchical model-based prognostics for lithium-ion batteries. - Madhav Mishra; Jesper Martinsson; Matti Rantatalo; Kai Goebel (Reliab. Eng. Syst. Saf., 2018)

Bearing Life Prediction With Informed Hyperprior Distribution: A Bayesian Hierarchical and Machine Learning Approach. - Madhav Mishra; Jesper Martinsson; Kai Goebel; Matti Rantatalo (IEEE Access, 2021)

Squat Detection of Railway Switches and Crossings Using Wavelets and Isolation Forest. - Yang Zuo; Florian Thiery; Praneeth Chandran; Johan Odelius; Matti Rantatalo (Sensors, 2022)

Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements. - Yang Zuo; Jan Lundberg; Taoufik Najeh; Matti Rantatalo; Johan Odelius (Sensors, 2023)