Machine learning-driven optimization design of hydrogel-based negative hydration expansion metamaterials
Yisong Qiu, Hongfei Ye, Hongwu Zhang, Yonggang Zheng
Topics & Concepts
MetamaterialIsotropySelf-healing hydrogelsMaterials scienceTopology optimizationDimensionless quantityComputer scienceFinite element methodPopulationTopology (electrical circuits)Mathematical optimizationMathematicsPhysicsOptoelectronicsEngineeringStructural engineeringOpticsMechanicsElectrical engineeringDemographyPolymer chemistrySociologyAdvanced Materials and MechanicsPolymer composites and self-healingDielectric materials and actuators