How-To Geek on MSN

How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can ...
Frontiers

Optimal allocation of renewable energy sources and power filters in unbalanced distribution systems with nonlinear loads under load growth condition

In recent years, the world’s energy needs have increased significantly. In order to meet this demand and mitigate the environmental issues brought on by the use of conventional power plants, numerous ...
IEEE

Identification of Nonlinear Dynamical Systems: When Deep Koopman Operator Meets Incremental Gaussian Process Regression

Abstract: This article proposes a deep Koopman-based identification method for nonlinear dynamical systems with modeling residuals learned recursively by incremental Gaussian process regression (IGPR) ...
C&EN

A 2D Double Perovskite Based on the Chiral Cystaminium Cation Exhibiting Multiple Switches in Quadratic Nonlinear Optical Response

MOLTECH-Anjou, UMR-CNRS 6200, Université d’Angers, 2 Bd Lavoisier, Angers 49045, France ...
IEEE

Sequential Decomposition of Multiple Seasonal Components Using Spectrum-Regularized Periodic Gaussian Process

Abstract: Many real-world time series, such as electricity demand data, biomedical signals, and mechanical vibration signals, exhibit complex trends, encompass multiple seasonal (or periodic) ...