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
Endoscopic vacuum therapy for gastrointestinal transmural defects: clinical outcomes and treatment implications: a retrospective study from Korea. [PDF]
Choe AR +6 more
europepmc +1 more source
Entropy Decoding the Fundamental Law of Phase Competition in Glass Formation
We validate the integration of intermetallic and eutectic phases as initial phases for composition design. The phase competition mechanism in glass formation is quantitatively clarified based on the melting entropy of competing phases. Glass‐forming ability is modulated by tuning phase competition via the melting entropy of initial phases.
Benke Huo +7 more
wiley +1 more source
Locating the atoms at the hard-soft interface of gold nanoparticles. [PDF]
Li W +13 more
europepmc +1 more source
ABSTRACT Vascularization remains a major obstacle in tissue engineering. Here, we introduce a bioprinting strategy to generate centimeter‐scale, self‐organizing “mother vessel” constructs from iPSC‐derived hiMPCs. By optimizing bioink composition, printing was accomplished in a single‐step approach. Within one week, hiMPCs differentiated into both CD31+
Leyla E. Dogan +5 more
wiley +1 more source
Achieving High-Temperature Measurement Using Thermionic Emission from a W-La<sub>2</sub>O<sub>3</sub> Cathode in Low-Pressure Argon Glow Discharge. [PDF]
Liang W +6 more
europepmc +1 more source
In this work, heterostructured materials for room‐temperature Na‐S batteries are comprehensively reviewed. The electrochemical mechanisms of Na‐S batteries based on various redox pathways are clarified. The intrinsic functionalities and design principles of heterostructured materials are summarized.
Yeqing Yang +4 more
wiley +1 more source
Qualification of a pulsed, millinewton class metal plasma thruster for broad mission applications. [PDF]
Frankovich JK +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
Novel image-free arc detection method for pantograph-catenary systems based on direct DWT-ANN signal analysis. [PDF]
Elbelkasi MS +3 more
europepmc +1 more source

