• Liquid nitrogen cold soaking significantly enhances coal fracture networks, increasing fracture spectrum peak proportions by up to 79.939% in lignite.
• The combination of micro-CT, VRA-UNet, and fractal analysis provides a robust method for quantifying fracture evolution in coal.
• Fractal dimensions of coal fractures increase after liquid nitrogen treatment, indicating higher complexity and connectivity.
• The findings support the application of liquid nitrogen fracturing for improving coalbed methane extraction efficiency.
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