Author

Run-Yi Zhou

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Open access Oct 2026

Closed‐Pore Engineering Couples Sodium Confinement and Interfacial Stabilization for Dendrite‐Resistant Hard Carbon Anodes

Hard carbon, a leading anode for sodium‐ion batteries (SIBs), suffers from nonuniform sodium deposition, which causes dendrite growth and compromises safety and cycle life. Here, we report a closed‐pore engineering strategy based on cobalt‐doped hard carbon (CoHC) that couples internal sodium‐cluster confinement wi...

Fu-Chen Zhou, Run-Yi Zhou, Yong-Yao Xia et al. · Advanced Functional Material... · 0 citations

Open access Aug 2026

A Machine Learning Framework for Retrieving Atmospheric Composition and the Associated Averaging Kernels From a Geostationary Hyperspectral Infrared Sounder

Geostationary hyperspectral infrared sounders provide hourly observations of the atmospheric composition. However, the conventional optimal estimation method (OEM)‐based retrieval algorithm requires computationally expensive radiative transfer calculations and inverse modeling, making it difficult to monitor in rea...

Si-Rui Wu, Jian-Cong Hua, Run-Yi Zhou et al. · Journal of Geophysical Resea... · 0 citations

Open access Aug 2026

Spatially Complete Monthly XCH4 Mapping over China from 2019 to 2024: A Multi-Model Analysis Using Machine Learning

Satellite retrievals of the dry-air column-averaged mole fraction of methane (XCH4) contain substantial spatial gaps, limiting monthly comparisons over a fixed domain. We developed CatBoost (CATB), random forest (RF), and multilayer perceptron (MLP) models to reconstruct spatially complete monthly XCH4 fields over Chin...

Hao Song, Run-Yi Zhou, Meng-Ya Sheng et al. · Remote Sensing · 0 citations