Exploring helical dynamos with machine learning. - Farrukh Nauman; Joonas Nättilä (CoRR, 2019)

Segmentation of turbulent computational fluid dynamics simulations with unsupervised ensemble learning. - Maarja Bussov; Joonas Nättilä (Signal Process. Image Commun., 2021)

New applications for the Boris Spectral Deferred Correction algorithm for plasma simulations. - Kris Smedt; Daniel Ruprecht; Jitse Niesen; Steven M. Tobias; Joonas Nättilä (Appl. Math. Comput., 2023)

aweSOM: a CPU/GPU-accelerated Self-organizing Map and Statistically Combined Ensemble Framework for Machine-learning Clustering Analysis. - Trung Ha; Joonas Nättilä; Jordy Davelaar (J. Open Source Softw., 2025)