AI

Exploring Gravitational-Wave Detection and Parameter Inference using Deep Learning

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

PyTorch Deep Learning Course Materials

PyTorch 深度学习实战课程材料,原为万门大学录制(2021年),聚焦PyTorch框架,重实践、轻理论,适合具备基础Python知识的学习者。

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 …