Calculus I - Calculus I forms the foundation for understanding changes and motion in machine learning models. It introduces key concepts like limits, which help understand how functions behave as they ...

Background Percutaneous ventricular assist devices (pVAD) have been increasingly used to support haemodynamics during ...

In multivariable calculus, functions can depend on multiple variables. Evaluating these functions involves substituting ...

The first step is to calculate the derivative of the function, often denoted as f' (x). The derivative represents the rate of ...

Abstract: In multivariate time series (MTS) analysis, data loss is a critical issue that degrades analytical model performance and impairs downstream tasks such as structural health monitoring (SHM) ...

This project applies graph attention networks combined with topological analysis to detect anomalies in multivariate time series. It leverages research in topological graph neural networks and graph ...

Abstract: In multivariate time series forecasting, transformer-based methods have gained attention for their ability to capture complex dependencies and are often integrated with graph neural networks ...