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
Dynamic ion-buffering gradient bilayer anode realizes 200 Wh kg<sup>-1</sup> dendrite-free sodium battery. [PDF]
Ye S, Han S, Tian F, Lei D, Wang C.
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
Designing an Anionic Layer in Low-Concentration Electrolytes to Promote In-Plane Ion Diffusion for Dendrite-Free Zinc-Ion Batteries. [PDF]
Zhang Y +9 more
europepmc +1 more source
Nanomaterials offer dual applications in allergy management. For diagnosis, nanomaterials enhance analytical sensitivity and improve detection in specific IgE and functional assays such as the basophil activation test (BAT). For allergen‐specific immunotherapy, nanomaterials enable allergen masking and controlled release, and effectively modulate the ...
Madiha Habib +8 more
wiley +1 more source
Free-Standing Composite Film Based on Zinc Powder and Nanocellulose Achieving Dendrite-Free Anode of Aqueous Zinc-Ion Batteries. [PDF]
Wang G, Chen M, Chen J.
europepmc +1 more source
Decoupling biological signals from unwanted variation in multi‑condition single‑cell RNA sequencing data remains challenging. CAPER disentangles condition‑associated biological effects from sample heterogeneity through matrix factorization, producing interpretable latent factors and a batch‑corrected expression matrix.
Ye Li +6 more
wiley +1 more source
Scavenging Meets Reinforcement: A Dual-Functional Electrolyte Additive Approach to Dendrite-Free Lithium-Metal All-Solid-State Batteries Under Low-Pressure. [PDF]
Lee SG +9 more
europepmc +1 more source
Probing Electrocatalyst Design for Product Selectivity in CO2 Reduction
Selective CO2 electroreduction is controlled by catalyst structure, dynamic surface reconstruction, adsorbate interactions, and reaction microenvironment. This review summarizes Cu‐ and non‐Cu‐based catalysts, single‐atom and molecular systems, degradation pathways, and operando/computational strategies for steering CO2RR toward hydrocarbons ...
Suvodeep Sen +5 more
wiley +1 more source
Directionally Modulated Zinc Deposition by a Robust Zincophilic Cu-Phthalocyanine Protective Layer in Dendrite-Free Aqueous Zinc Ion Batteries. [PDF]
Wang Y +6 more
europepmc +1 more source

