Nature

Neural Network Applications in Temperature Forecasting articles from across Nature Portfolio

Uncover the latest and most impactful research in Neural Network Applications in Temperature Forecasting. Explore pioneering discoveries, insightful ideas and new methods from leading researchers in ...
BIOENGINEER

Borrowed From Operating Systems: Queue Scheduling Inspires Smarter AI Forecasting

Time series prediction sits at the heart of some of the most consequential decisions modern society makes. Grid operators forecast electricity demand hours ahead to balance supply, meteorologists ...
pv magazine International

PV energy forecasting based on genetic algorithms, dynamic neural network

Scientists in Spain have used genetic algorithms to optimize a feedforward artificial neural network for the prediction of energy generation of PV systems. Genetic algorithms use “parents” and ...
pv magazine International

Ultra-short-term PV forecasting based on convolutional neural network, long short-term memory

Scientists have created a novel probabilistic model for 5-minutes ahead PV power forecasting. The method combines a convolutional neural network with bidirectional long short-term memory, attention ...
San Francisco Fed

Macroeconomic Indicator Forecasting with Deep Neural Networks

Economic policymaking relies upon accurate forecasts of economic conditions. Current methods for unconditional forecasting are dominated by inherently linear models that exhibit model dependence and ...