Component weighting factors were sampled using a Half Cauchy prior distribution, and isotropic chemical shifts were sampled from a normal distribution centered about the isotropic shift with a standard deviation based on the error of the DFT calculations (0.1 ppm). For simplicity, the J -couplings were held constant. The HMCMC run was initialized with 1000 warmup samples and 3000 samples.