Chemistry is the experimental science by definition. We want to make observations to prove hypothesis. For this purpose, we perform experiments in the lab. , Application In Synthesis of DL-Alanine, 302-72-7, Name is DL-Alanine, molecular formula is C3H7NO2, belongs to amides-buliding-blocks compound. In a document, author is Flynn, Jessica D., introduce the new discover.
Maps that relate spectroscopic properties of a vibrational mode and collective solvent coordinates have proven useful in theoretical vibrational spectroscopy of condensed-phase systems. It has been realized that the predictive power of such an approach is limited and there is no clear systematic way to improve its accuracy. Here, we propose an adaptation of Delta-machine-learning methodology that goes beyond the spectroscopic maps. The machine-learning part of our approach combines Gaussian process regression used to generate the data set with an artificial neural network used to predict spectroscopic properties of interest. A specific application to the OH-stretch frequencies and transition dipoles of water is presented. Our method approximates these properties about two times more accurately than the spectroscopic-maps-only-based approach. Our results become useful in the study of vibrational spectroscopy of condensed-phase systems.
Balanced chemical reaction does not necessarily reveal either the individual elementary reactions by which a reaction occurs or its rate law. In my other articles, you can also check out more blogs about 302-72-7. Application In Synthesis of DL-Alanine.
Reference:
Amide – Wikipedia,
,Amide – an overview | ScienceDirect Topics