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Results for “"Yilei Wu"”

3 results

Universal machine learning aided synthesis approach of two-dimensional perovskites in a typical laboratory

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Yilei Wu, Changfeng Wang, Ming‐Gang Ju, Qiang‐Qiang Jia et al.

Journal: Nature CommunicationsYear: 2024Citations: 81

The past decade has witnessed the significant efforts in novel material discovery in the use of data-driven techniques, in particular, machine learning (ML). However, since it needs to consider the precursors, experimental conditions, and availability of reactants, material synthesis is generally mu...

Physical SciencesMaterials ScienceMaterials ChemistryOpen Access
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How to accelerate the inorganic materials synthesis: from computational guidelines to data-driven method?

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Yilei Wu, Xiangyang Li, Rong Guo, Rui Xu et al.

Journal: National Science ReviewYear: 2025Citations: 7

The development of novel functional materials has attracted widespread attention to meet the constantly growing demand for addressing the major global challenges facing humanity, among which experimental synthesis emerges as one of the crucial challenges. Understanding the synthesis processes and pr...

Physical SciencesMaterials ScienceMaterials ChemistryOpen Access
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Origins of Structural and Electronic Chirality in the 2D Hybrid Perovskites

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Qianglong Fang, Yilv Guo, Yilei Wu, Xinying Gao et al.

Journal: Advanced Functional MaterialsYear: 2025Citations: 4

Abstract Chirality has long been regarded as a fundamental property in physics, chemistry, and biology. The recent observation of spin‐polarized electrons in 2D chiral organic–inorganic hybrid perovskites has attracted significant attention, presenting promising applications and profound implication...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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