This project accompanies the paper titled "Infusing Domain Knowledge into Gaussian Process Regression: Portable Prediction Model for Indoor Temperature".
It was published at the 2025 European Conference on Computing in Construction in July 2025.
Parts of this project page were adapted from the Academic Project Page Template.
For questions, collaborations, or feedback, feel free to reach out:
📧 Email: l.wan@tue.nl
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
If you use this work, please cite it as:
@inproceedings{wan2025infusing,
title = {Infusing Domain Knowledge into Gaussian Process Regression: Portable Prediction Model for Indoor Temperature},
author = {Lu Wan and Xiaobing Dai and Mai Chatani and Jan Gall and Ekaterina Petrova and Pieter Pauwels},
booktitle = {2025 European Conference on Computing in Construction \& 42nd CIB W78 Conference on IT in Construction},
year = {2025},
address = {Porto, Portugal},
publisher = {CIB W78},
keywords = {Gaussian Process Regression, Indoor Temperature Prediction, Smart Buildings, Domain Knowledge, Machine Learning}
}