Evidence map›Paper›PMID 34945441›Full record

ArticleMicromachines2021

Study of Microscale Meniscus Confined Electrodeposition Based on COMSOL.

Fuyue Zhang, Dongjie Li, Weibin Rong, Liu Yang, Yu Zhang

Abstract read
In one paragraph

Article in Micromachines, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Fuyue ZhangSchool of Measurement and Communication, Harbin University of Science and Technology, Harbin 150080, China.ORCID 0000-0002-2196-1762
Dongjie LiSchool of Measurement and Communication, Harbin University of Science and Technology, Harbin 150080, China.
Weibin RongState Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin 150069, China.
Liu YangHeilongjiang Key Laboratory of Complex Intelligent System and Integration, Harbin University of Science and Technology, Harbin 150069, China.
Yu ZhangHeilongjiang Key Laboratory of Complex Intelligent System and Integration, Harbin University of Science and Technology, Harbin 150069, China.

Funding

National Natural Science Foundation of China 51975170the Fundamental Research Foundation for Universities of Heilongjiang Province LGYC2018JQ017
6 · The paper itself

Abstract

The rate and quality of microscale meniscus confined electrodeposition represent the key to micromanipulation based on electrochemistry and are extremely susceptible to the ambient relative humidity, electrolyte concentration, and applied voltage. To solve this problem, based on a neural network and genetic algorithm approach, this paper optimizes the process parameters of the microscale meniscus confined electrodeposition to achieve high-efficiency and -quality deposition. First, with the COMSOL Multiphysics, the influence factors of electrodeposition were analyzed and the range of high efficiency and quality electrodeposition parameters were discovered. Second, based on the back propagation (BP) neural network, the relationships between influence factors and the rate of microscale meniscus confined electrodeposition were established. Then, in order to achieve effective electrodeposition, the determined electrodeposition rate of 5 × 10

Indexed as

COMSOLelectrodepositiongenetic algorithmmicroscale meniscus

Identifiers

PMID34945441
PMCPMC8709112

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.