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
Combustion, Performance, and Emission Analysis of Oleic Acid Diethanolamide-Stabilized Water-in-Diesel Emulsions. [PDF]
Nallusamy P, Abrar I.
europepmc +1 more source
A new data‐efficient framework combining DFT calculations, a neural network model, and automated graph analysis of catalytic reaction networks is proposed and applied to CO2 hydrogenation on transition metal nanoparticles. The analysis shows how efficient C2 oxygenate production requires a balance between CHx formation, C–C coupling, protonation, and ...
Mikhail V. Polynski, Sergey M. Kozlov
wiley +1 more source
Associations between household solid fuel use, kitchen ventilation, and depressive symptoms among older adults in China: a national cross-sectional study. [PDF]
Zhang T +6 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
Large emission mitigation potential from sequencing fossil fuel extraction infrastructure retirement in China. [PDF]
Jin Y +10 more
europepmc +1 more source
Transforming atmospheric CO2 into alternative fuels: a metal-free approach under ambient conditions. [PDF]
Chandra Sau S +7 more
europepmc +1 more source
Recent Advances in Carbon Cathode Materials toward High‐Performing Zinc‐Ion Hybrid Supercapacitors
Aqueous zinc‐ion hybrid supercapacitors (ZHSCs) have emerged as promising next‐generation electrochemical energy‐storage devices. Porous carbon materials have been extensively studied as cathodes, with advances in tailoring pore structures and material properties to enhance performance.
Take Hirooka +3 more
wiley +1 more source
Hydrogen-assisted nannochloropsis sp. microalgae biodiesel to operate cleaner diesel engines. [PDF]
Sathasivam K +6 more
europepmc +1 more source
The use of wastes as alternative fuels in cement production
Karagiannis, J +5 more
core +1 more source

