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A generalizable pathology foundation model using a unified knowledge distillation pretraining framework

Generalizable Pathology Foundation Model (GPFM) consolidates expertise from a variety of existing models for use in a broad spectrum of computational pathology tasks.

Jiabo Ma
Zhengrui Guo
Hao Chen
Research02 Sept 2025
Nature Biomedical Engineering

P: 1-20
Charge distribution guided by grain crystallographic orientations in polycrystalline battery materials

The authors here report on the influence of grain orientation on the charge distribution in polycrystalline materials for batteries. The quantitative characterization provides mechanistic insight into the way the grain orientation can be engineered to mitigate the charge heterogeneity.

Zhengrui Xu
Zhisen Jiang
Feng Lin
ResearchOpen Access08 Jan 2020
Nature Communications

Volume: 11, P: 1-9
Effect of the grain arrangements on the thermal stability of polycrystalline nickel-rich lithium-based battery cathodes

Enhancing the stability of positive electrodes at thermally-abused conditions is vital for next-generation lithium-based batteries. Here, the authors report in situ physicochemical characterizations to improve the fundamental understanding of the degradation mechanism in polycrystalline Ni-rich cathodes.

Dong Hou
Zhengrui Xu
Feng Lin
ResearchOpen Access15 Jun 2022
Nature Communications

Volume: 13, P: 1-11
Phase segregation reversibility in mixed-metal hydroxide water oxidation catalysts

Achieving long-term stability of water oxidation electrocatalysts remains a formidable challenge. Now, an in situ electrochemical reduction strategy to revivify mixed Ni–Fe hydroxide catalysts by reversible phase segregation is presented.

Chunguang Kuai
Zhengrui Xu
Feng Lin
Research24 Aug 2020
Nature Catalysis

Volume: 3, P: 743-753
Defect and structural evolution under high-energy ion irradiation informs battery materials design for extreme environments

Defect and structural evolution are critical in determining the stability of battery materials. Here, the authors use high-energy Kr ion irradiation to induce rapid defect and study structural evolution in Li- and Na-layered cathodes to find that Li-layered cathodes are more resilient under irradiation.

Muhammad Mominur Rahman
Wei-Ying Chen
Feng Lin
ResearchOpen Access11 Sept 2020
Nature Communications

Volume: 11, P: 1-13
Mutual modulation between surface chemistry and bulk microstructure within secondary particles of nickel-rich layered oxides

The interplay of surface chemistry and bulk microstructure in layered oxides is critical to battery performance. Here, the authors demonstrate a comprehensive understanding of such a reaction mechanism within an individual cathode particle using integrated synchrotron imaging methods.

Shaofeng Li
Zhisen Jiang
Yijin Liu
ResearchOpen Access07 Sept 2020
Nature Communications

Volume: 11, P: 1-9
Molecular subtypes of ischemic heart disease based on circadian rhythm

Zhaokai Zhou
Ge Zhang
Xinwei Han
ResearchOpen Access19 Jun 2024
Scientific Reports

Volume: 14, P: 1-13

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A generalizable pathology foundation model using a unified knowledge distillation pretraining framework

Charge distribution guided by grain crystallographic orientations in polycrystalline battery materials

Effect of the grain arrangements on the thermal stability of polycrystalline nickel-rich lithium-based battery cathodes

Phase segregation reversibility in mixed-metal hydroxide water oxidation catalysts

Defect and structural evolution under high-energy ion irradiation informs battery materials design for extreme environments

Mutual modulation between surface chemistry and bulk microstructure within secondary particles of nickel-rich layered oxides

Molecular subtypes of ischemic heart disease based on circadian rhythm

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