TESSERA embeddings achieve the highest IoU (0.77-0.82) for 10m LCZ mapping across Swiss cities and outperform Sentinel-1/2 and AlphaEarth, though year-to-year transfer remains challenging.
S., Athanassiadis, A., & Binder, C
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Constrained Bayesian optimization auto-tunes a building MPC controller, yielding 26.9% electricity cost reduction over rule-based control in a case study.
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Exploring the potential of AlphaEarth and TESSERA embeddings for Fine-scale Local Climate Zone Mapping: A case study across five cities in Switzerland
TESSERA embeddings achieve the highest IoU (0.77-0.82) for 10m LCZ mapping across Swiss cities and outperform Sentinel-1/2 and AlphaEarth, though year-to-year transfer remains challenging.
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What price to pay? Auto-tuning a building MPC controller for optimal economic cost
Constrained Bayesian optimization auto-tunes a building MPC controller, yielding 26.9% electricity cost reduction over rule-based control in a case study.