Abstract: We introduce a distributed optimization framework for directed graph networks that addresses composite objective functions with smooth local components and a shared convex regulariser. Our ...

The European Rebar Council (ERC) has announced it had entered into a partnership with ASDEA, a company publishing numerical simulations, software and hardware designed for the civil engineering sector ...

In this tutorial, we implement an advanced Optuna workflow that systematically explores pruning, multi-objective optimization, custom callbacks, and rich visualization. Through each snippet, we see ...

When winter rolls in and ice begins to build up on your composite decking or metal roof, safety becomes a top concern. But so does preservation. Using the wrong ice melt can cause staining, surface ...

Abstract: Existing data-driven optimization methods struggle to address composite merit antenna design problems efficiently. In this article, an efficient gray-box machine learning-assisted ...

This study explores the optimization of toolpaths for short fiber polymer composite additive manufacturing (AM) printed molds in compression molding applications, an emerging trend driven by ...

International SEO can unlock massive growth, but only if you measure what matters. Most global SEO strategies look solid on paper. Site structure scales, hreflang is in place, content is translated ...

The team’s patented process eases assembly of hollow continuous fibre reinforced thermoplastic composite parts. This is precisely where the change of paradigm occurs, making it possible to democratise ...

ABSTRACT: The increasing demand for mobile simulation tools has opened new possibilities in engineering applications, particularly in composite material modelling. This paper introduces original ...