Performance–Complexity Trade‐Offs in Battery Lifetime Prediction with Task‐Aware Transformers
FAST‐BatPro integrates convolutional feature extraction, flash Attention, and sparse attention for efficient battery lifetime prediction. Using limited early‐cycle data across multiple chemistries and operating conditions, it achieves robust accuracy while reducing inference latency, computational cost, and energy consumption.
Jingyuan Zhao +9 more
wiley +1 more source
Surface-Modified Nickel Foam Cathodes for the Electroflotation of Multi-Component Batik Wastewater. [PDF]
Musawwa MM +10 more
europepmc +1 more source
ABSTRACT Current prostate cancer detection methods remain limited in non‐invasiveness and specificity, prompting interest in urinary biomarkers such as sarcosine. Here, we report a urine‐powered wearable platform for non‐invasive sarcosine detection as a proof‐of‐concept for decentralized early warning.
Jing Xu +10 more
wiley +1 more source
Unlocking Electrochemical-Driven Surface Oxygen Vacancies-Regulated Cathode-Electrolyte Interphase for Stabilizing Li-Ion Cells. [PDF]
Yan C +11 more
europepmc +1 more source
The Influence of the Composition of a Water-Alcohol Solution on the Synthesis of Nanostructures Using a Steam-Water Electric Arc Plasma Torch. [PDF]
Karlina AI +7 more
europepmc +1 more source
Reduced Graphene Oxide/Few-Walled Carbon Nanotube Composite Films for Shuttle Suppression in Lithium-Sulfur Batteries: The Role of Surface Functional Groups. [PDF]
Justino DD +8 more
europepmc +1 more source
Fe-substituted Na<sub>3.5</sub>V<sub>1.5</sub>Mn<sub>0.5</sub>(PO<sub>4</sub>)<sub>3</sub> NaSICON cathode with multi-electron reactions and improved energy output. [PDF]
Chayal L +6 more
europepmc +1 more source
Experimental Setup for <i>In Situ</i> Determination of Conductivity-Porosity-Pressure Relationships during Compression of Solid Electrolytes and of Cathode Active Materials. [PDF]
Miß V, Lange F, Staubitz S, Roling B.
europepmc +1 more source
Research toolbox and material design to meet the challenge of rechargeable Ca metal batteries.
Lužanin O +4 more
europepmc +1 more source
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