Gravitational Waves

A survey on gravitational waves researches using machine learning techniques. (a brand-new verion is on going...)

Deep learning method develops very fast as a tool for data analysis these years. Such a technique is quite promising to treat gravitational wave detection data. There are many works already in the literature which used deep learning technique to …

Title: Research on Data Analysis of Deep Learning in Gravitational Wave Detection.

Investigating gravitational wave spectra from warm inflation, revealing thermal, quantum, and cross-term contributions with distinct observational signatures compared to cold inflation.

Pioneer exploration of deep learning applications in gravitational wave data analysis, addressing challenges in signal detection, computational efficiency, and discovery of unexpected signals beyond theoretical templates.