Six popular machine learning models. (a) Decision tree; (b) feedforward neural network (Trans: transformation; Activ Func: activation functions); (c) convolution neural network (Conv: convolution; ...

In recent years, the integration of machine learning and robotics technologies in chemical analysis has transformed the landscape of scientific research and industry practices. This revolution is not ...

Machine-learning segmentation (right) identified patterns formed by different micelle types and chemistries, revealing how the approach could lead to UF membranes that sort by chemical affinity.

A machine-learning technique first developed for understanding language can accurately classify reactions according to type (Nat. Mach. Intell. 2021, DOI: 10.1038/s42256-020-00284-w). The model also ...