The finite element method (FEM) is a numerical method for solving problems of engineering and mathematical physics. Typical problem areas of interest include structural analysis, heat transfer, fluid ...

In this paper, we use a finite element-based mesoscale fracture model that accounts for the grain structure and the differences in the critical fracture energy of the grain boundaries vis-à-vis that ...

finite element analysis package for civil engineering structures.

Researchers create ultra-strong, lightweight carbon structures using AI and advanced manufacturing. Researchers at the ...

These building blocks, which in this case are composed of carbon, are arranged in complex 3D structures called ... to predict entirely new lattice geometries. “Machine learning is normally very data ...

The secret lies in their nanoscale design, which combines efficient geometries, high-performance materials, and nanoscale size effects to create structures that are both durable and lightweight.

"However, the standard lattice shapes and geometries used ... a lot of data when you're using high-quality data from finite element analysis. But the multi-objective Bayesian optimization ...