Results 211 to 220 of about 115,219 (294)

FIRE‐GNN: Force‐Informed, Relaxed Equivariance Graph Neural Network for Rapid and Accurate Prediction of Surface Properties

open access: yesAdvanced Intelligent Discovery, EarlyView.
This study introduces FIRE‐GNN, a force‐informed, relaxed equivariant graph neural network for predicting surface work functions and cleavage energies from slab structures. By incorporating surface‐normal symmetry breaking and machine learning interatomic potential‐derived force information, the approach achieves state‐of‐the‐art accuracy and enables ...
Circe Hsu   +5 more
wiley   +1 more source

Origin of Electrochemical Activation Leading to Enhanced Cycling Stability of Li‐ and Mn‐Rich Cathodes

open access: yesAngewandte Chemie, EarlyView.
Electrochemical activation is critical for enhancing the performance of Li‐ and Mn‐rich (LMR) cathodes, however, the underlying mechanism has not been fully understood. A spinel‐like phase is found within the C2/m domains of LMR after activation, where above a critical activation voltage is needed. ABSTRACT Electrochemical activation is a critical step
Peng Zuo   +2 more
wiley   +2 more sources

Acoustofluidic Patterning for Improved Microtissue Histology

open access: yesAdvanced NanoBiomed Research, EarlyView.
Microtissue histology is widely used to characterize microtissue phenotype and morphology. However, conventional microtissue histology workflows are inefficient and time‐consuming. This work introduces a novel embedding technique that uses acoustofluidics to improve the efficiency of microtissue histology and reduce the time required for data analysis.
Dhananjay V. Deshmukh   +13 more
wiley   +1 more source

Analysis of Fiber Content and Orientation in Prefabricated Slab Elements Made of UHPFRC: Non-Destructive, Destructive, and CT Scanning Methods. [PDF]

open access: yesMaterials (Basel)
Konrád P   +9 more
europepmc   +1 more source

Home - About - Disclaimer - Privacy