This schematic illustrates the MALIO software, a machine learning structure analysis tool designed to analyze and distinguish the local structures of BP I and BP II liquid crystal phases. By ...

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This research could provide a means to give a deeper insight into the transformation between different structures in a wider variety of materials. This schematic illustrates the MALIO software, a ...

Researchers explore the transformation dynamics of cubic liquid crystals using direct simulation and machine learning, offering new possibilities for advanced materials development. Researchers have ...