Abstract: To enhance the accuracy and stability of wind-farm power forecasting, this study proposes a hybrid framework integrating Variational Mode Decomposition (VMD), an improved Particle Swarm ...
Abstract: Accurate forecasting with uncertainty quantification is essential in high-risk time series applications. Conformal Prediction (CP) offers a model-agnostic way to generate valid prediction ...
This project implements state-of-the-art deep learning models for financial time series forecasting with a focus on uncertainty quantification. The system provides not just point predictions, but ...
A) Retail/E-commerce inventory (forecasting product demand for stores or online sales) B) Manufacturing raw materials (forecasting material needs for production) C) Distribution/logistics (forecasting ...
After watching hail pile up and stormy skies descend on Phoenix, you may be wondering whether Thanksgiving could deliver more meteorological surprises. The answer is, thankfully, no. After ...
The sun unleashed the biggest solar flare of 2025, triggering solar storm warnings this week with the northern lights visible in New Jersey, and even Alabama and California. Tonight, Nov. 13, a storm ...
The northern lights were visible across Ohio, as far south as Cincinnati, on Tuesday, Nov. 11. A severe geomagnetic storm watch has been issued for Wednesday, Nov. 12, with a strong chance of another ...