IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems最新文献
Pub Date : 2022-04-01Epub Date: 2022-06-10DOI: 10.1109/nems54180.2022.9791160
Brandon K Ashley, Jianye Sui, Mehdi Javanmard, Umer Hassan
This article uses a supervised machine learning (ML) system for identifying groups of nanoparticles coated with metal oxides of varying thicknesses using a microfluidic impedance cytometer. These particles generate unique impedance signatures when probed with a multifrequency electric field and finds applications in enabling many multiplexed biosensing technologies. However, current experimental and data processing techniques are unable to sensitively differentiate different metal oxide coated particle types. Here, we employ various machine learning models and collect multiple particle metrics measured. In reported experiments, a 75% accuracy was determined to separate aluminum oxide coated (10nm and 30nm), which is significantly greater than observing only univariate data between different microparticle types. This approach will enable ML models to differentiate such particles with greater accuracies.
本文利用微流体阻抗细胞计，采用有监督的机器学习（ML）系统识别涂有不同厚度金属氧化物的纳米粒子群。这些颗粒在多频电场的作用下会产生独特的阻抗特征，可应用于多种多重生物传感技术。然而，目前的实验和数据处理技术无法灵敏地区分不同的金属氧化物涂层颗粒类型。在此，我们采用了各种机器学习模型，并收集了测量到的多种粒子指标。在报告的实验中，我们确定区分氧化铝涂层（10 纳米和 30 纳米）的准确率为 75%，明显高于仅观察不同微粒类型之间的单变量数据。这种方法将使 ML 模型能够以更高的精度区分此类微粒。
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Pub Date : 2019-01-01DOI: 10.1109/NEMS.2019.8915608
Yanmin Feng, Dixiao Chen, Yuguo Dai, Yunayuan Chen, D. Gong, Lin Feng
{"title":"The Design and Control of Magnetized Cell-Based Microrobot for Targeting Drug Delivery","authors":"Yanmin Feng, Dixiao Chen, Yuguo Dai, Yunayuan Chen, D. Gong, Lin Feng","doi":"10.1109/NEMS.2019.8915608","DOIUrl":"https://doi.org/10.1109/NEMS.2019.8915608","url":null,"abstract":"","PeriodicalId":73285,"journal":{"name":"IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems","volume":"108 1","pages":"273-276"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75841553","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-01-01DOI: 10.1109/NEMS.2018.8556963
Gu-Jong Lee, Jie Huang, X. Pang, Xingchi Chen
{"title":"Fabrication of Magneto-Rheological Fluid with Double Frameworks","authors":"Gu-Jong Lee, Jie Huang, X. Pang, Xingchi Chen","doi":"10.1109/NEMS.2018.8556963","DOIUrl":"https://doi.org/10.1109/NEMS.2018.8556963","url":null,"abstract":"","PeriodicalId":73285,"journal":{"name":"IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems","volume":"40 1","pages":"627-630"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88174682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-01-01DOI: 10.1109/NEMS.2018.8556995
You Liang Lionel Wong, C. Ong, Y. Gu
{"title":"Inexhaustible Battery: An Energy Harvester Based Battery for IoT Applications","authors":"You Liang Lionel Wong, C. Ong, Y. Gu","doi":"10.1109/NEMS.2018.8556995","DOIUrl":"https://doi.org/10.1109/NEMS.2018.8556995","url":null,"abstract":"","PeriodicalId":73285,"journal":{"name":"IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems","volume":"85 1","pages":"495-498"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84085296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2016-04-01DOI: 10.1109/NEMS.2016.7758185
Shuji Tanaka
Welcome to The 11th Annual IEEE International Conference on Nano/Micro Engineered and Molecular Systems (IEEE-NEMS 2016) in Matsushima Bay and Sendai MEMS City.
{"title":"Letter from the general chair","authors":"Shuji Tanaka","doi":"10.1109/NEMS.2016.7758185","DOIUrl":"https://doi.org/10.1109/NEMS.2016.7758185","url":null,"abstract":"Welcome to The 11th Annual IEEE International Conference on Nano/Micro Engineered and Molecular Systems (IEEE-NEMS 2016) in Matsushima Bay and Sendai MEMS City.","PeriodicalId":73285,"journal":{"name":"IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems","volume":"45 1","pages":"1"},"PeriodicalIF":0.0,"publicationDate":"2016-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83374087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The parametric analysis of the centrifugal insurance mechanism in MEMS safety and arming device","authors":"Fufu Wang, W. Lou, Yongjia Xiong, Fangyi Liu, Dakui Wang, Xin Jin, Mingrong Zhang, Chenggang Xu","doi":"10.1109/NEMS.2015.7147467","DOIUrl":"https://doi.org/10.1109/NEMS.2015.7147467","url":null,"abstract":"","PeriodicalId":73285,"journal":{"name":"IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems","volume":"25 1","pages":"457-460"},"PeriodicalIF":0.0,"publicationDate":"2015-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83067203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2015-01-01DOI: 10.1109/NEMS.2015.7147456
Dakui Wang, W. Lou, Yongjia Xiong, Fufu Wang, Fangyi Liu, Xin Jin, Jun Lu
{"title":"The effect of micro-spring stiffness changes on the typical MEMS S&A device","authors":"Dakui Wang, W. Lou, Yongjia Xiong, Fufu Wang, Fangyi Liu, Xin Jin, Jun Lu","doi":"10.1109/NEMS.2015.7147456","DOIUrl":"https://doi.org/10.1109/NEMS.2015.7147456","url":null,"abstract":"","PeriodicalId":73285,"journal":{"name":"IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems","volume":"175 1","pages":"413-416"},"PeriodicalIF":0.0,"publicationDate":"2015-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72768063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2015-01-01DOI: 10.1109/NEMS.2015.7147457
Xuran Ding, Yue Feng, W. Lou, Yunlong Guo
{"title":"Failure of a MEMS switch after environmental test","authors":"Xuran Ding, Yue Feng, W. Lou, Yunlong Guo","doi":"10.1109/NEMS.2015.7147457","DOIUrl":"https://doi.org/10.1109/NEMS.2015.7147457","url":null,"abstract":"","PeriodicalId":73285,"journal":{"name":"IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems","volume":"37 1","pages":"417-420"},"PeriodicalIF":0.0,"publicationDate":"2015-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79136073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2015-01-01DOI: 10.1109/NEMS.2015.7147438
Xin Jin, W. Lou, Fufu Wang, Dakui Wang, Mingru Guo, Ximing Dai
{"title":"The MEMS experiment and numerical simulations based on the explosion protection of micro-scale vehicles model","authors":"Xin Jin, W. Lou, Fufu Wang, Dakui Wang, Mingru Guo, Ximing Dai","doi":"10.1109/NEMS.2015.7147438","DOIUrl":"https://doi.org/10.1109/NEMS.2015.7147438","url":null,"abstract":"","PeriodicalId":73285,"journal":{"name":"IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems","volume":"2016 1","pages":"331-336"},"PeriodicalIF":0.0,"publicationDate":"2015-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73322066","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2015-01-01DOI: 10.1109/NEMS.2015.7147409
Ximing Dai, W. Lou, Mingru Guo
{"title":"Ultrasonic attenuation based high concentration micron particle measurement","authors":"Ximing Dai, W. Lou, Mingru Guo","doi":"10.1109/NEMS.2015.7147409","DOIUrl":"https://doi.org/10.1109/NEMS.2015.7147409","url":null,"abstract":"","PeriodicalId":73285,"journal":{"name":"IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems","volume":"AES-17 1","pages":"197-200"},"PeriodicalIF":0.0,"publicationDate":"2015-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84562479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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