The document discusses accounting for copper surface roughness to improve correlation between simulation and measurement results for a 10Gbps package channel. Measurements of the package channel showed increasing error between simulation and measurement results, attributed to surface roughness loss not being included in simulations. Surface microscopy revealed surface roughness on the copper traces was on the order of skin depth at GHz frequencies. The Hall-Huray model for modeling 2D surface roughness was shown to improve correlation by a factor of 10 compared to the traditional Hammerstad 1D model, reducing error to less than 5% by accounting for measured surface roughness in simulations.