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Updated: Jan 16, 2026

Creating Rapid Oxygen Oscillations in Microbial Single-cell Growth Analysis using a Microfluidic Double-layer Device
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Creating Rapid Oxygen Oscillations in Microbial Single-cell Growth Analysis using a Microfluidic Double-layer Device

Published on: July 18, 2025

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封闭在Pd间层中的氧气的表面依赖界面度:具有神经网络潜力的分子动力学

Feicheng Huan1, Feng Shi1, Gaoyang Luo1

  • 1State Key Laboratory of Green Chemical Synthesis and Conversion, College of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310032, P. R. China.

ACS applied materials & interfaces
|September 26, 2025
PubMed
概括

对于催化剂来说,了解 (Pd) 表面的氧气动态是关键. 这项研究使用神经网络潜力和分子动力学来揭示限制如何影响不同PD表面的氧气度和反应性.

关键词:
封闭效应的封闭效应表面间的度 表面间的度分子动力学分子动力学神经网络的潜力 神经网络的潜力表面的重建 表面的重建

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