“…However, wood presents significant variability in terms of its mechanical properties, mainly due to factors such as wood species, tree growth rate, density, local singularities (knots, cracks, slope of grain), etc. Machines can be used to perform the mechanical grading of wood, in accordance with the relevant European standards [2][3][4][5].Wood grading machines are based on various principles, such as density measurement, vibrational measurement of the MOE [6][7][8] or singularity detection using optical means, X-rays, or scattering measurement techniques [9][10][11]. To predict bending strength, most of these grading techniques are extremely dependent on the correlation between the MOR and the density or the MOE, and thus only partially take into account local singularities.…”