Brendan Keith, Thomas O'Leary-Roseberry, Benjamin Sanderse, Robert Scheichl, Bart van Bloemen Waanders, Scientific Machine Learning: A Symbiosis, Foundations of Data Science, 7(1), i-x. doi:10.3934/fods.2024051