Tartrate‐Assisted Ionic Layer Epitaxy for General Synthesis of 2D Nanostructures

The synthesis of ultrathin 2D nanomaterials with regular shapes and uniform thickness remains a challenge despite their intriguing properties. In this paper, a facile and generic strategy for the growth of versatile ultrathin nanosheets using tartrate-assisted ionic layer epitaxy (ILE) at the air-water interface is presented. Metal ions, stabilized by tartrate coordination, nucleate within the electrical double layer beneath a self-assembled monolayer. This method facilitates the growth of micro-sized hexagonal to wafer-scale continuous nanosheets from 26 metal elements, including single and multi-element compositions, with high precursor utilization via solution recycling. Furthermore, recognizing the need for efficient quality assessment, the successful application of a multimodal Large Language Model (LLM) for rapid and consistent evaluation of nanosheet quality from microscopy images, achieving performance comparable to human experts is demonstrated. This combined approach demonstrates a sustainable and high-throughput path for both 2D nanomaterial synthesis and automated quality assessment, accelerating materials discovery.

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Publication Details

Journal
Small Methods
Published
2025-11-02
DOI
https://doi.org/10.1002/smtd.202501507
Primary Topic
Gold and Silver Nanoparticles Synthesis and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Tartrate‐Assisted Ionic Layer Epitaxy for General Synthesis of 2D Nanostructures

Yutao Dong, Dane Morgan, Maciej P. Polak, Corey R. Carlos et al.
Small Methods
Gold and Silver Nanoparticles Synthesis and Applications
article

Tartrate‐Assisted Ionic Layer Epitaxy for General Synthesis of 2D Nanostructures

Yutao Dong, Dane Morgan, Maciej P. Polak, Corey R. Carlos, Xudong Wang, Ziyi Zhang, Derui Wang
article en

Abstract

The synthesis of ultrathin 2D nanomaterials with regular shapes and uniform thickness remains a challenge despite their intriguing properties. In this paper, a facile and generic strategy for the growth of versatile ultrathin nanosheets using tartrate-assisted ionic layer epitaxy (ILE) at the air-water interface is presented. Metal ions, stabilized by tartrate coordination, nucleate within the electrical double layer beneath a self-assembled monolayer. This method facilitates the growth of micro-sized hexagonal to wafer-scale continuous nanosheets from 26 metal elements, including single and multi-element compositions, with high precursor utilization via solution recycling. Furthermore, recognizing the need for efficient quality assessment, the successful application of a multimodal Large Language Model (LLM) for rapid and consistent evaluation of nanosheet quality from microscopy images, achieving performance comparable to human experts is demonstrated. This combined approach demonstrates a sustainable and high-throughput path for both 2D nanomaterial synthesis and automated quality assessment, accelerating materials discovery.

Small MethodsVol. 9(12)
University of Wisconsin–Madison (US)
National Science Foundation, Division of Materials Research
Openalex Percentile: Top 77%
Gold and Silver Nanoparticles Synthesis and Applications
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Tartrate‐Assisted Ionic Layer Epitaxy for General Synthesis of 2D Nanostructures — Yutao Dong, Dane Morgan, et al. · Small Methods (2025) | TGRS Research Map | TGRS