Chennai
India
Indian Institute of Technology (IIT), Madras
physics-informed neural networks, inverse problems, discontinuous material properties, multi-material diffusion
Phase field method, three-dimensional fractures, deal.ii implementation, parallel framework, adaptive mesh refinement.
Physics-informed Neural Networks, heterogeneous materials, Deep Learning, partial differential equations, Physics-informed machine learning
physics-informed neural networks, Deep learning, heterogeneous media, Interface Problems, transient diffusion, discontinuities
Three-dimensional fractures, phase-field, layered materials, crack inclination, crack twisting
adaptive phase-field method, layered materials, Fracture mechanisms, Fracture-interface interactions, imperfectly bonded interfaces
Phase-field fracture, Heterogeneous media, Adaptive mesh refinement, Ice and rock fracture, Hanging glaciers
Phase-Field, Fracture Propagation, Damage, Composites, Orthotropic Materials
Adaptive Phase-Field Modeling of Fracture Propagation in Bi-Layered Materials
Adaptive Phase-Field Method, Bi-Layered Media, Crack Penetration, Crack Deflection
Phase-field fracture, Wellbore integrity, casing eccentricity, three-dimensional fractures, weak interfaces
