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
Dynamic Study on Synergy Mechanism and Characteristics of Particle Removal in Electrostatic Atomization. [PDF]
Teng C, Zhang Y, Ren S, Cai J.
europepmc +1 more source
Microstructural evolution and hardness optimization along the cross‐section of friction stir welded AA6061/AlSi10MgMn joints, for electric vehicle battery housings, were investigated. Postweld aging between 170°C and 220°C enhances hardness uniformity within the nugget zone.
Emanuele Ghio, Emanuela Cerri
wiley +1 more source
Effect of ultrasonic atomization parameters on AlSi12 aluminum powder characteristics for additive manufacturing. [PDF]
Yankin A +4 more
europepmc +1 more source
In this experimental study, the mechanical properties of additively manufactured Ti‐6Al‐4V lattice structures of different geometries are characterized using compression, four point bending and fatigue testing. While TPMS designs show superior fatigue resistance, SplitP and Honeycomb lattice structures combine high stiffness and strength. The resulting
Klaus Burkart +3 more
wiley +1 more source
Process and property assessment of liquid metal spray deposition towards scalable and reliable stretchable electronics. [PDF]
Krack M +14 more
europepmc +1 more source
This study investigates laser metal deposition of aluminum alloys EN AW‐7075 and EN AW‐5083, using powder blending to compensate zinc and magnesium evaporation. In situ alloying and ex situ alloying with ZnAl12 and AZ91 preserve near‐standard compositions and improve mechanical properties.
Finn Bendixen +3 more
wiley +1 more source
Prediction of the Atomization Process in Respimat<sup>®</sup> Soft Mist<sup>TM</sup> Inhalers Using a Volume of Fluid-to-Discrete Phase Model. [PDF]
Sperry T, Feng Y.
europepmc +1 more source
Can Ti‐Based MXenes Serve as Solid Lubricants for Brake Applications? A Tribological Study
This study explores the first implementation of Ti‐based MXenes materials in brake pad friction composite material. The resulting composite material exhibits a 48% reduction in the wear rate; alongside significant improvements are observed for thermal and mechanical properties.
Eslam Mahmoud +7 more
wiley +1 more source
Application of ultrasound-assisted atomized plasma-activated water to improve the quality properties of grapes. [PDF]
Wang J +6 more
europepmc +1 more source

