AI

Sampling with prior knowledge for high-dimensional gravitational wave data analysis

Extracting knowledge from high-dimensional data has been notoriously difficult, primarily due to the so-called "curse of dimensionality" and the complex joint distributions of these dimensions. This is a particularly profound issue for …

Exploring Gravitational-Wave Detection and Parameter Inference using Deep Learning

Gravitational-wave Signal Recognition of LIGO Data by Deep Learning

Gravitational-wave Signal Recognition of LIGO Data by Deep Learning

Gravitational-wave Signal Recognition of LIGO Data by Deep Learning

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