The author of 《Material search for Li-ion battery electrolytes through an exhaustive search with a Gaussian process》 were Nakayama, Tomofumi; Igarashi, Yasuhiko; Sodeyama, Keitaro; Okada, Masato. And the article was published in Chemical Physics Letters in 2019. Formula: C3H2O3 The author mentioned the following in the article:
When creating an estimation model, determining which variables are efficient is of considerable importance. To strictly select efficient variables, it is necessary to define appropriate criteria for the task and to perform an exhaustive search, which is the search method that evaluates and compares all variable combinations. In this study, we apply an exhaustive search with a Gaussian process (ES-GP) to estimate coordination energy, which is related to performance of a Li-ion battery, and show that the estimation accuracy of ES-GP is significantly better than that of other methods in previous studies, such as MLR, LASSO and ES-LiR. In addition to this study using Vinylene carbonate, there are many other studies that have used Vinylene carbonate(cas: 872-36-6Formula: C3H2O3) was used in this study.
Vinylene carbonate(cas: 872-36-6) belongs to esters. Alkyl carbonates find applications as solvents for lithium ion battery electrolytes and the use of high quality battery grade electrolytes having extremely low water (<10 ppm) and acid (<10 ppm) contents are critical for achieving high electrochemical performance.Formula: C3H2O3
Referemce:
Ester – Wikipedia,
Ester – an overview | ScienceDirect Topics