Tech Xplore

Machine learning predicts wind shear 15 seconds ahead with less than 5% error

Wind shear, a sudden change in wind speed or direction, is a major cause of aviation incidents; it was responsible for 18% of ...
IEEE

Learning Error Refinement in Stochastic Gradient Descent-Based Latent Factor Analysis via Diversified PID Controllers

Abstract: In Big Data-based applications, high-dimensional and incomplete (HDI) data are frequently used to represent the complicated interactions among numerous nodes. A stochastic gradient descent ...
Scientific Research Publishing

Lu, L., Jin, P., Pang, G., Zhang, Z. and Karniadakis, G.E. (2021) Learning Nonlinear Operators via DeepONet Based on the Universal Approximation Theorem of Operators. Nature ...

ABSTRACT: Understanding neurotransmitter dynamics is fundamental to predicting psychiatric drug response and elucidating disease mechanisms. Traditional mechanistic models capture biological ...
archive

Machine Learning with Pytorch and Scikit-Learn: Develop Machine Learning and Deep Learning Models with Python

Keep the news in the Wayback Machine. Sign Fight for the Future's letter. An icon used to represent a menu that can be toggled by interacting with this icon. A line drawing of the Internet Archive ...
IEEE

Probabilistic Approximation of Stochastic Time Series Using Bayesian Recurrent Neural Network

Abstract: In this brief, we investigate the approximation theory (AT) of Bayesian recurrent neural network (BRNN) for stochastic time series forecasting (TSF) from a probabilistic standpoint. Due to ...