A manifold learning approach to accelerate phase field fracture simulations in the representative volume element - Liu, Yangyuanchen; Weng, Kexin; Shen, Yongxing (SN applied sciences, 2020)
Keywords: Algorithms; Applied and Technical Physics; Chemistry/Food Science; Composite materials; Computation; Crack propagation; Earth Sciences; Embedding; Engineering; Engineering: Application of Machine Learning in Engineering; Environment; Geometry; Homogenization; Machine learning; Manifolds (mathematics); Materials Science; Microcracks; Neural networks; Research Article; Simulation; Solid mechanics; Multiscale simulation; Manifold learning; Phase field for fracture; Locally linear embedding