A frozen Chronos-2 foundation model, fed with day-ahead market information and a source-domain gated LoRA adapter, beats zero-shot and vanilla-adapter baselines on four Chinese day-ahead electricity markets under leave-one-market-out evaluation.
Putting big data analytics to work: Feature selection for forecasting electricity prices using the LASSO and random forests,
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Market-Information-Aware Gated-LoRA of Foundation Models for Transferable Day-Ahead Electricity Price Forecasting
A frozen Chronos-2 foundation model, fed with day-ahead market information and a source-domain gated LoRA adapter, beats zero-shot and vanilla-adapter baselines on four Chinese day-ahead electricity markets under leave-one-market-out evaluation.