News Archive

Giant Magnetocaloric Effect in Magnets Down to the Monolayer Limit

Data-driven multiscale simulation of solid-state batteries via machine learning

A Cohesive Phase-Field Fracture Model for Chemo-Mechanical Environments: Studies on Degradation in Battery Materials

A Machine Learning Enabled Image-data-driven End-to-end Mechanical Field Predictor For Dual-Phase Steel

Data-driven thermal and percolation analyses of 3D composite structures with interface resistance

A thermo-mechanical phase-field fracture model: application to hot cracking simulations in additive manufacturing

Multivariate hyperspectral data analytics across length scales to probe compositional, phase, and strain heterogeneities in electrode materials

Multiscale modelling of functionally graded porous beams: Buckling and vibration analyses

Phase-field simulation of misfit dislocations in two-phase electrode particles: Driving force calculation and stability analysis

A deep learned nanowire segmentation model using synthetic data augmentation