A dual-condition diffusion-based microseismic signals denoiser for real-world engineering noise

Key Points

• Improved clarity of microseismic signals enhances detection of engineering-related activities, which is crucial for safety and monitoring.
• The approach utilizes a dual-condition diffusion-based denoiser, providing an innovative solution in challenging noise environments.
• Analysis emphasizes the method's robustness, especially under varying conditions typical of real-world engineering noise.
• This denoiser may support ongoing microseismic monitoring efforts, enhancing data interpretation in engineering projects.