Retrieve the spectra for the polystyrene sample. Compare the spectra with the one in a standard reference of IR spectra. Make sure that all the peaks expected exist on the test spectra. The location of the peaks must line up with the wavelength of absorption. Check the spectra to make sure...
How to interpret an IR spectrum and an FTIR spectrum FTIR spectra are information rich, but this very fact can make using and interpreting them challenging. A useful primer for interpreting FTIR can be found here. Even a simple, pure, single compound sample, like ...
To interpret our model, we further analyze the random forest regression results using SHAP (Shapley Additive exPlanations)35, a generalized metric for feature importance, which utilizes the game-theory-based Shapley values to calculate the contribution of each feature to the model’s output. SHAP in...
In this regard, to correctly interpret the results of flame-retardant treatments on cotton fabrics, it is essential to understand the flammability and thermal behavior of untreated (pristine) cotton. However, the comprehensive characterization of the flammability properties of a polymeric material is ...