IEEE

3D-PSF Modeling of High-Magnification Optical Microscopes for Image Deblurring and System Calibration

Abstract: Intensity-distribution calculation in a microscope imaging system is extremely significant for imaging resolution estimation. However, existing estimation methods are either overly ...
GitHub

Efficient tree-based nonlinear anchor regression and classification for Python.

article{londschien2025, title={Domain Generalization and Adaptation in Intensive Care with Anchor Regression}, author={Londschien, Malte, Burger, Manuel, R{\"a}tsch ...
IEEE

PGTAD: Real-Time and Lightweight Multivariate Time-Series Anomaly Detection for IoT Using Patch Gate GRU Autoencoder

Abstract: The escalating diversity of Internet of Things (IoT) devices has intensified security challenges, as signature-based and heavyweight machine learning (ML) defenses often fall short in ...
GitHub

Nonlinear Model-Predictive Control Using Koopman Operator

This document provides a detailed explanation of the MATLAB code that demonstrates the application of the Koopman operator theory for controlling a nonlinear system using Model Predictive Control (MPC ...
Frontiers

Editorial: Recent advances in flame retardant polymeric materials and composites

Zhang et al. established a multivariate nonlinear regression model, gradient boosting regression tree model, and combined model to predict the thermal protection performance of flame-retardant cotton ...
Visual Studio Magazine

Quadratic Regression with SGD Training Using C#

Quadratic regression extends linear regression by adding squared terms and pairwise interaction terms, enabling the model to capture non-linear structure and predictor interactions. The article ...