Unveiling mesoscopic structures in distorted lamellar phases through deep learning-based small angle neutron scattering analysis
Chi-Huan Tung, Yu-Jung Hsiao, Hsin‐Lung Chen, Guan-Rong Huang, Lionel Porcar, Ming‐Ching Chang, Jan‐Michael Y. Carrillo, Yangyang Wang, Bobby G. Sumpter, Yuya Shinohara, Jon Taylor, Changwoo Do, Wei‐Ren Chen
Topics & Concepts
Lamellar structureNeutron scatteringScatteringSmall-angle neutron scatteringMesoscopic physicsSmall-angle scatteringDeep learningConvolutional neural networkSoft matterPhase (matter)Small-angle X-ray scatteringLamellar phasePhysicsMaterials scienceStatistical physicsOpticsComputer scienceArtificial intelligenceChemistryCrystallographyCondensed matter physicsPhysical chemistryQuantum mechanicsColloidBlock Copolymer Self-AssemblyPickering emulsions and particle stabilizationCalcium Carbonate Crystallization and Inhibition