IEEE

Physics-Guided Time-Series Generation for High-Fidelity Fault Data Augmentation in Permanent Magnet Synchronous Motors

Abstract: The reliability of data-driven fault diagnosis in electric machines is critically constrained by the scarcity and imbalance of real-world fault data. Existing generative models often fail to ...
IEEE

Augmentation of EEG and ECG Time Series for Machine Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates

Abstract: The performance of deep learning methods is dependent on the quality and quantity of the available training data, in particular for physiological time series data which is scarce and noisy.
TechCrunch

SpaceX vets raise $50M Series A for data center links

Travis Brashears, Cameron Ramos, and Serena Grown-Haeberli began collaborating at SpaceX, developing optical communications links that keep thousands of Starlink internet satellites in constant ...
GitHub

This repository contains the adapted code for "Exploring Data Augmentation in Computer Vision for Missing-Object Detection with GNN"

The project is tested in a clean conda environment (02/08/26) and the following commands were used to make it work in Visual Studio Code. conda create -n thesisjm python=3.11 -y conda activate ...
Tennessean

What channel is the NASCAR O'Reilly Auto Parts Series at Daytona on today? Time, TV schedule

The NASCAR O'Reilly Auto Parts Series begins a new season with a new title sponsor going into the United Rentals 300 on Feb. 14 at Daytona International Speedway. With few promotions up to the Cup ...