CNN

Matched-filtering Techniques & Deep Neural Networks

Matched-filtering & Deep Learning Networks

Gravitational-wave Signal Recognition of LIGO Data by Deep Learning

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 …

Gravitational-Wave Data Analysis via Deep Learning

Deep Learning Networks & Gravitational Wave Signal Recognization

Deep Learning Networks & Gravitational Wave Signal Recognization

Initial study on the application of deep learning to the Gravitational Wave data analysis

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.