Hai-Tao Ma

Reinforcement Learning-based Task Aware Denoising for Ambient and Instrument Noise in Das Seismic Data

Distributed acoustic sensing (DAS) offers advantages such as low cost, high sampling density, and minor geological structures identification. However, while highly sensitive fiber-optic sensors effectively capture valuable data, they also introduce complex noise fields containing simultaneous interference from hetero...