Higher-order topological insulators by ML-enhanced topology optimization
Zongliang Du, Jiachen Luo, Zhiang Xu, Zhenhao Jiang, Xianggui Ding, Tianchen Cui, Xu Guo
Topics & Concepts
Topology optimizationTopology (electrical circuits)SolverInvariant (physics)PhotonicsTopological insulatorComputer scienceMathematicsPhysicsEngineeringFinite element methodMathematical optimizationOpticsStructural engineeringCombinatoricsMathematical physicsQuantum mechanicsTopological Materials and PhenomenaPhotonic Crystals and ApplicationsMetamaterials and Metasurfaces Applications