Automated Extraction of Multicomponent Alloy Data Using Large Language Models for Sustainable Design
A large language model (LLM) based pipeline is developed to automatically extract a comprehensive and accurate multicomponent alloy database from literature corpus. The extracted dataset is integrated with sustainability indicators to identify potential alloys that outperform existing industrial benchmark materials in terms of both performance and ...
Aravindan Kamatchi Sundaram +4 more
wiley +1 more source
Nickel-Titanium Alloys in Endodontics: A Narrative Review. [PDF]
Valente P +3 more
europepmc +1 more source
Fluidized systems : a study of reaction rates (the reduction of a lead sinter by hydrogen)
Typewritten262 leaves : ill.This thesis deals with the reduction of a typical updraught lead sinter by hydrogen in fluidized systems, and the project forms part of a fundamental investigation of a proposed new process for the production of metallic lead ...
Lill, John Charles
core
3D‐Printed Magnetoelectronics for Interactive Appliances and Self‐Aware 4D‐Printed Mechatronics
3D‐printed magnetoelectronics integrate high‐performance magnetic field sensing directly into complex structural components. Flexible spring and cross‐shaped sensors exhibit giant magnetoimpedance and 3D Hall sensing for vector field reconstruction. Applications include smart‐home switches, robotic joysticks, volumetric magnetometers, and self‐aware 4D‐
Eduardo Sergio Oliveros‐Mata +5 more
wiley +1 more source
Development of a Secondary Use Method for Non-Ferrous Slags Metallurgy for Obtaining Mineral Fertilizers. [PDF]
Sabitova A +3 more
europepmc +1 more source
Multiferroic order parameters – polarization, magnetization, and ferroelastic strain – are positioned as dynamic design variables for batteries. Their mechanistic roles, practical tuning through fabrication and external fields, and ferroic‐resolved characterization routes are unified into a closed‐loop framework, revealing how coupled ferroic responses
Jiaqi Su +13 more
wiley +1 more source
Three-Dimensional Pore-Scale Numerical Study of the Impact of Operation Parameters on Ammonia-Methane Premixed Combustion in a Double-Layer Spherical Stacked Porous Medium Burner. [PDF]
Li D +9 more
europepmc +1 more source
Material science engineering and metallurgical engineering.
openaire +2 more sources
This paper illustrates a knowledge‐augmented dual‐track AI framework for advanced superalloy design. First, Large Language Models translate metallurgical heuristics into explicit rules to rapidly prune a vast compositional search space. Subsequently, LLM‐distilled priors safely guide a reinforcement learning agent during autonomous process optimization,
Jian Yao +9 more
wiley +1 more source
Generative adversarial networks for enhanced performance prediction of square CFST members under axial tension. [PDF]
Zhang H, Liu Y, Yan J.
europepmc +1 more source

