Order‐Parameter‐Free Analysis of Soft Matter: Applications of Machine Learning via Image Recognition
Takamichi Terao,
Masato Kondo
Abstract:Various characteristic structures, with no long‐range spatial order, have often been observed in studies on the structural formation of soft materials. The order parameters, used to date, are not promising for computer detection of these types of structures. In this previous study, it is shown that machine‐learning analysis using convolutional neural networks is very effective for the structural formation of spherical colloidal particles. This method is applied to non‐spherical inverse patchy colloids and demo… Show more
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