Data-driven building energy efficiency prediction using physics-informed neural networks

Michalakopoulos, Vasilis / Pelekis, Sotiris / Kormpakis, Giorgos et al. | ArXiv | 2023

Data-driven building energy efficiency prediction using physics-informed neural networks

Michalakopoulos, Vasilis / Pelekis, Sotiris / Kormpakis, Giorgos et al. | IEEE | 2024

Physics-informed machine learning for enhanced prediction of condensation heat transfer

Haeun Lee / Cheonkyu Lee / Hyoungsoon Lee | DOAJ | 2025

Structural Deterioration Knowledge Ontology towards Physics-Informed Machine Learning for Enhanced Bridge Deterioration Prediction

Hu, Xi / Liu, Kaijian | ASCE | 2023

Physics-Informed Ensemble Machine Learning Framework for Improved Prediction of Tunneling-Induced Short- and Long-Term Ground Settlement

Linan Liu / Wendy Zhou / Marte Gutierrez | DOAJ | 2023