IEEE

A Physics-Informed Neural Network Framework for Real-Time Model Predictive Shape Manipulation of Deformable Linear Objects

Abstract: Shape control of deformable linear objects (DLOs) is a major challenge in robotics due to their high-dimensional, nonlinear dynamics and sensitivity to boundary conditions. Existing ...
BMJ Open Sport & Exercise Medicine

Reference equations for peak oxygen uptake during cycle ergometry based on body composition estimates

Objectives To derive sex-specific peak oxygen uptake (VO 2peak) reference equations for cycle ergometer cardiopulmonary exercise testing (CPET) that integrate estimations of lean body mass (eLBM) and ...
IEEE

Predicting Indian GDP with Machine Learning: A Comparison of Regression Models

Abstract: In recent years, machine learning algorithms have gained popularity in the field of economic forecasting. This study aims to predict the Indian Gross Domestic Product (GDP) using advanced ...
Visual Studio Magazine

Support Vector Regression with SGD Training Using C#

Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.