Meet the authors: Zixin Jiang and Bing Dong

What can we do to mitigate climate change and achieve carbon neutrality for buildings? In their recent publication in <i>Patterns</i>, the authors proposed a modularized neural network incorporating physical priors for future building energy modeling, paving the way for scalable and reliable building energy modeling, optimization, retrofit designs, and buildings-to-grid integration. In this interview, the authors talk about incorporating fundamental heat transfer and thermodynamics knowledge into data-driven models.

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Publication Details

Journal
Patterns
Published
2024-08-01
DOI
https://doi.org/10.1016/j.patter.2024.101044
Primary Topic
Building Energy and Comfort Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

Meet the authors: Zixin Jiang and Bing Dong

Zixin Jiang, Bing Dong
Patterns
Building Energy and Comfort Optimization
article

Meet the authors: Zixin Jiang and Bing Dong

Zixin Jiang, Bing Dong
article en

Abstract

What can we do to mitigate climate change and achieve carbon neutrality for buildings? In their recent publication in <i>Patterns</i>, the authors proposed a modularized neural network incorporating physical priors for future building energy modeling, paving the way for scalable and reliable building energy modeling, optimization, retrofit designs, and buildings-to-grid integration. In this interview, the authors talk about incorporating fundamental heat transfer and thermodynamics knowledge into data-driven models.

PatternsVol. 5(8)
Syracuse University (US)
National Science Foundation
Openalex Percentile: Top 87%
Building Energy and Comfort Optimization
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