Search research articles

关于 JoVE

概览领导团队博客 JoVE 帮助中心

作者

出版流程编辑委员会范围与政策同行评审常见问题投稿

图书馆员

用户评价订阅访问资源图书馆顾问委员会常见问题

研究

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments 存档

教育

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual 教师资源中心教师网站

使用条款与条件

Search research articles

相关实验视频

Updated: Jun 30, 2025

Generation of Size-controlled Poly ethylene Glycol Diacrylate Droplets via Semi-3-Dimensional Flow Focusing Microfluidic Devices

Generation of Size-controlled Poly ethylene Glycol Diacrylate Droplets via Semi-3-Dimensional Flow Focusing Microfluidic Devices

Published on: July 3, 2018

深度学习增强了T结点滴滴生成.

Abdollah Ahmadpour¹, Mostafa Shojaeian¹, Savas Tasoglu^1,2,3,4,5

¹Mechanical Engineering Department, School of Engineering, Koç University, Istanbul 34450, Türkiye.

|March 21, 2024

概括

此摘要是机器生成的。

相关概念视频

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序

Same author

Genetic structure of Biscogniauxia mediterranea fungus populations in Zagros forests of Iran.

Scientific reports·2026

Same author

Machine learning-augmented lateral flow assays for point-of-care infectious disease diagnostics.

Lab on a chip·2026

Same author

ML-automated microfluidic circuit design.

Science advances·2026

Same author

CRISPR-on-Chip for Point-of-Care Diagnostics.

ACS nano·2026

Same author

Bacteriophage binding receptor like-peptides and MXene-AgNPs modified label-free impedimetric biosensor for detection of Staphylococcus aureus in real samples.

Mikrochimica acta·2025

Same author

Optical sensors for continuous glucose monitoring.

Progress in biomedical engineering (Bristol, England)·2025

Same journal

Bioactive carbon dots from peony seed meal for nanomedicine via circular economy.

iScience·2026

Same journal

Genetic ablation of <i>Sfxn5</i> induces mitochondrial dysfunction and precipitates lethal metabolic crisis in mice.

iScience·2026

Same journal

Expansion, functional diversification, and gene fusion events in the Ato protein family.

iScience·2026

Same journal

The pro-inflammatory cytokines IFN-α and TNF-α inhibit organoid-derived extravillous trophoblast invasion.

iScience·2026

Same journal

Urbanization compound pathways of global lung cancer incidence risk under proximal and distal interactions.

iScience·2026

Same journal

Capsid and integrase play essential apposing roles in viral ribonucleoprotein assembly during HIV-1 core morphogenesis.

iScience·2026

查看所有相关文章

这项研究使用有限元分析和机器学习来优化T结微流体中的滴滴生成. 开发了一个图形用户界面,用于预测滴滴特性,帮助微流体设备设计.

科学领域:

微流体学微流体学
生物技术是生物技术.
化学合成化学合成

背景情况:

滴滴生成技术对于生物技术和化学合成至关重要.
由于其可扩展性,T连接通道被广泛用于滴滴生成.
高效的滴滴生成是微流体应用的关键.

研究的目的:

模拟和分析T结微通道中的滴滴生产动态.
应用机器学习和深度学习来预测滴滴特性.
为微流体设计优化开发一个用户友好的界面.

主要方法:

用有限元分析 (FEA) 来模拟滴滴生成和模式.
进行图像分析以测量滴滴长度和分类方案.
在模拟数据上训练了机器学习 (ML) 和深度学习 (DL) 算法.
为了实际应用,开发了一个图形用户界面 (GUI).

主要成果:

FEA成功模拟了T-junctions中的滴滴生产和动态模式.
图像分析提供了准确的滴滴长度测量.
基于输入参数,ML/DL模型有效估计了滴滴特性.

关键词:

计算机科学计算机科学流体学是一种流体学.物理物理学物理

更多相关视频

Glass-Based Devices to Generate Drops and Emulsions

Glass-Based Devices to Generate Drops and Emulsions

Published on: April 5, 2022

Author Spotlight: Integrating Computational and Experimental Approaches in Precision Oncology

Author Spotlight: Integrating Computational and Experimental Approaches in Precision Oncology

Published on: December 1, 2023

相关实验视频

Last Updated: Jun 30, 2025

Generation of Size-controlled Poly ethylene Glycol Diacrylate Droplets via Semi-3-Dimensional Flow Focusing Microfluidic Devices

Generation of Size-controlled Poly ethylene Glycol Diacrylate Droplets via Semi-3-Dimensional Flow Focusing Microfluidic Devices

Published on: July 3, 2018

Glass-Based Devices to Generate Drops and Emulsions

Glass-Based Devices to Generate Drops and Emulsions

Published on: April 5, 2022

Author Spotlight: Integrating Computational and Experimental Approaches in Precision Oncology

Author Spotlight: Integrating Computational and Experimental Approaches in Precision Oncology

Published on: December 1, 2023

图形界面允许对微流体设计进行高效的预选.

结论:

FEA,ML/DL和GUI的综合方法为微流体液滴生成提供了一个强大的工具.
这种方法使微流体设备的快速设计和优化成为可能.
开发的GUI为研究人员和工程师提供了明智的设计选择.