SOTAVerified

Solar Irradiance Forecasting

Papers

Showing 110 of 22 papers

TitleStatusHype
Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series0
SPIRIT: Short-term Prediction of solar IRradIance for zero-shot Transfer learning using Foundation Models0
Large width penalization for neural network-based prediction interval estimationCode0
Satellite Sunroof: High-res Digital Surface Models and Roof Segmentation for Global Solar Mapping0
Short-Term Solar Irradiance Forecasting Under Data Transmission ConstraintsCode0
Input Convex Lipschitz RNN: A Fast and Robust Approach for Engineering TasksCode0
Comparative Analysis of Machine Learning Algorithms for Solar Irradiance Forecasting in Smart Grids0
Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal ContextCode1
Solar Irradiance Anticipative TransformerCode1
Combined Machine Learning and Physics-Based Forecaster for Intra-day and 1-Week Ahead Solar Irradiance Forecasting Under Variable Weather Conditions0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MST-GCNAccuracy0.79Unverified