What Do Large Language Models Know About Materials?
If large language models (LLMs) are to be used inside the material discovery and engineering process, they must be benchmarked for the accurateness of intrinsic material knowledge. The current work introduces 1) a reasoning process through the processing–structure–property–performance chain and 2) a tool for benchmarking knowledge of LLMs concerning ...
Adrian Ehrenhofer +2 more
wiley +1 more source
Research on plug-and-play correlation enhancement modules in deep multi-label learning. [PDF]
Zhang J, Yuan C, Li X.
europepmc +1 more source
This study demonstrates an efficient recycling route for out‐of‐spec AlSi10Mg atomized powders through compaction and arc remelting followed by suction casting. By correlating compaction load, cooling rate, and resulting microstructure, we show that intermediate pressures (50–80 kN) and rapid cooling refine dendrites, reduce porosity, and enhance ...
Mila Christy de Oliveira +4 more
wiley +1 more source
Translating palliative care narratives into art: An arts-based knowledge translation pilot with young adult artists. [PDF]
Smith KA +3 more
europepmc +1 more source
Improved many-objective particle swarm optimization based welding sequence optimization research. [PDF]
Dong L, Gu S, Dong J, Ji Q, Liu J.
europepmc +1 more source
Best constants in subelliptic fractional Sobolev and Gagliardo-Nirenberg inequalities and ground states on stratified Lie groups. [PDF]
Ghosh S, Kumar V, Ruzhansky M.
europepmc +1 more source
Typologies of common maternal mental disorders and associated factors: a quantitative life course study applied to cohort data in a resource-constrained setting in Northeastern Brazil. [PDF]
Sampaio Morais GA +6 more
europepmc +1 more source
Higher-dimensional ordination analysis teases out impacts of <i>Bradyrhizobium</i> bioaugmentation on native soil microbial communities. [PDF]
Kato H +4 more
europepmc +1 more source

