Should All Noises Be Treated Equally: Impact of Input Noise Variability on Neural Network Robustness

Geophysical data collected from active field sites are often contaminated by complex and heterogeneous noise, obscuring weak seismic events, and complicating automated interpretation. Although deep learning offers promising solutions for seismic processing, its performance is highly sensitive to the