Size or diversity? Synthetic dataset recommendations for machine learning heating energy prediction models in early design stages for residential buildings
One promising means to reduce building energy for a more sustainable environment is to conduct early-stage building energy optimization using simulation, yet today’s simulation engines are computationally intensive. Recently, machine learning (ML) energy prediction models have shown promise in repla...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-09-01
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| Series: | Energy and AI |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2666546825000898 |
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