Liquid Neural Networks are applied to forecast Henry Hub natural gas spot prices, using their dynamic state updates to address nonstationary market behavior.
The heatmap shows weak linear correlations between the spot price and most individual predictors, with the exception of capacity (MW) and WTI crude oil spot prices
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Liquid Neural Network Models for Natural Gas Spot Price Time-Series Forecasting
Liquid Neural Networks are applied to forecast Henry Hub natural gas spot prices, using their dynamic state updates to address nonstationary market behavior.