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Updated: May 5, 2026

Fabrication and Implementation of a Reference-Free Traction Force Microscopy Platform
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MaskTerial:用于自动化2D材料片检测的基础模型.

Jan-Lucas Uslu1,2, Alexey Nekrasov2, Alexander Hermans2

  • 12nd Institute of Physics and JARA-FIT, RWTH Aachen University 52074 Aachen Germany.

Digital discovery
|November 12, 2025
PubMed
概括

一个新的深度学习模型MaskTerial自动检测和分类来自显微镜图像的二维 (2D) 材料. 它使用合成数据和最小的训练图像有效地识别低对比度的材料.

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Scientists identified the plasma membrane in the 1890s and its principal chemical components (lipids and proteins) by 1915. The model for plasma membrane structure, proposed in 1935 by Hugh Davson and James Danielli, was the first model to be widely accepted in the scientific community. The model was based on the plasma membrane's "railroad track" appearance in early electron micrographs. Davson and Danielli theorized that the plasma membrane's structure resembled a sandwich...
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