multi-skyrmion dynamics, spiral and breath, ferromagnetic materials, micromagnetic simulation
surrogate model, ferroelectric microstructures, physics-informed neural network, propagation failure, Energy dissipation
electrocaloric effect, dielectric energy storage, multifunctional flexible film, relaxor-ferroelectric, lead-free
physics-informed neural network, phase-field model, ferroelectric microstructure evolution, propagation failure, energy dissipation, loss function
energy storage performance, flexible BMT-based film, relaxor-ferroelectric, lead-free
Grain size, Electrocaloric effect, Ferroelectric polycrystal, Phase-field model
Physics-informed neural network, phase-field model, ferroelectric microstructure evolution, propagation failure, energy dissipation, loss function
skyrmion, antiskyrmion, Phase field model, anisotropic DMI, strain modulation, controllable transition
physics-informed neural network, Phase-field model, non-convex energy functional, coexistent equilibrium state, global energy minimization, local balance laws
Grain boundary engineering, radiation damage, Strain engineering, machine learning potential, Crack Propagation
electrocaloric effect, porous ferroelectric material, geometric configuration, Archimedean configurations.
Keywords: Rafting, Cracks, Phase field, Morphology evolution, Ni-based superalloys
