Input Convex Neural Networks for Building MPC. - Felix Bünning; Adrian Schalbetter; Ahmed Aboudonia; Mathias Hudoba de Badyn; Philipp Heer; John Lygeros (L4DC, 2021)

Physics-informed linear regression is a competitive approach compared to Machine Learning methods in building MPC. - Felix Bünning; Benjamin Huber; Adrian Schalbetter; Ahmed Aboudonia; Mathias Hudoba de Badyn; Philipp Heer; Roy S. Smith; John Lygeros (CoRR, 2021)