no code implementations • 30 Sep 2020 • Vijja Wichitwechkarn, Ben Day, Cristian Bodnar, Matthew Wales, Pietro Liò
The current training and evaluation procedures for these models through the use of synthetic multi-relational datasets however are agnostic to interaction network isomorphism classes, which produce identical dynamics up to initial conditions.
no code implementations • 19 Feb 2024 • Max Langtry, Vijja Wichitwechkarn, Rebecca Ward, Chaoqun Zhuang, Monika J. Kreitmair, Nikolas Makasis, Zack Xuereb Conti, Ruchi Choudhary
Data is required to develop forecasting models for use in Model Predictive Control (MPC) schemes in building energy systems.