Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC

29 October 2021

Papers citing "Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC"

6 / 6 papers shown

Title
Bayesian LSTM for indoor temperature modeling Emma Hannula Arttu Häkkinen Antti Solonen Felibe Uribe Jana de Wiljes Lassi Roininen AI4CE 29 0 0 04 Apr 2025
Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems Truong X. Nghiem Ján Drgoňa Colin N. Jones Zoltán Nagy Roland Schwan ... J. Paulson Andrea Carron M. Zeilinger Wenceslao Shaw-Cortez D. Vrabie PINN AI4CE 34 30 0 24 Jun 2023
Physically Consistent Neural Networks for building thermal modeling: theory and analysis L. D. Natale B. Svetozarevic Philipp Heer Colin N. Jones PINN AI4CE 57 84 0 06 Dec 2021
Physics Informed Neural Networks for Control Oriented Thermal Modeling of Buildings Gargya Gokhale Bert Claessens Chris Develder PINN AI4CE 16 97 0 23 Nov 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 187 599 0 22 Sep 2016