Deep Learning Analysis of Solid‐Electrolyte Interphase Microstructures in Lithium‐Ion Batteries
A transformer‐based deep learning model is developed for segmenting and analyzing high‐resolution TEM images of the solid‐electrolyte interphase (SEI) in lithium‐ion batteries. The model is trained on DFT‐based simulated images and predicts SEI grain and grain boundaries, revealing key microstructural features that govern ion transport and degradation.
Ishraque Zaman Borshon +4 more
wiley +1 more source
Domesticated rice alters the rhizosphere microbiome, reducing nitrogen fixation and increasing nitrous oxide emissions. [PDF]
Chang J +20 more
europepmc +1 more source
This study presents a novel mechanically responsive optical device that modulates light transmission and generates iridescent structural colors under reflection. The optical transition arises from the exposure of nanoparticles upon stretching, which are initially embedded beneath the surface.
Nguyen Hoang Minh +4 more
wiley +1 more source
COFcap2, a recyclable tandem catalysis reactor for nitrogen fixation and conversion to chiral amines. [PDF]
Zhu Q +12 more
europepmc +1 more source
The study advances the understanding of Ni‐iron tungstate interactions and showcases the potential of strategic design in tailoring electrocatalytic materials for clean energy and hydrogen production. A newly developed Ni‐NPs@FeWO4 nanocomposite electrocatalyst exhibits significant potential for both hydrogen evolution reactions (HER) and oxygen ...
Dasu Ram Paudel +4 more
wiley +1 more source
A Study on the Effect of Indirect Nitrate Supply on the Nitrogen Fixation Capacity of Soybean Nodules. [PDF]
Li S +9 more
europepmc +1 more source
Zn–Sn–O thin films synthesized via ultrasonic spray pyrolysis reveal tunable phase evolution and enhanced acetone selectivity. Integrating DFT insights with machine learning predictions uncovers the role of stoichiometric control and oxygen vacancies in VOC sensing.
Kevin Rueda‐Castellanos +6 more
wiley +1 more source
Nitrogen stable isotope fractionation by biological nitrogen fixation reveals cellular nitrogenase is diffusion limited. [PDF]
Han E +5 more
europepmc +1 more source
3D Printing of Highly Electrically Conductive Zinc for Sustainable Electronics Applications
A 3D printable zinc ink system with active zinc particles in a shellac matrix is demonstrated. The results show high conductivity, stable performance of printed structures under varying humidity conditions, and promising application in disposable water‐activated batteries. This technology combining digital material assembly, reliable operation, and non‐
Xavier Aeby +5 more
wiley +1 more source
Selection of high nitrogen fixation chickpea genotypes under drought stress conditions using multi-environment analysis. [PDF]
Istanbuli T +7 more
europepmc +1 more source

