IEEE International Conference on Nano/Micro Engineered and Molecular Systems. IEEE International Conference on Nano/Micro Engineered and Molecular Systems最新文献
Brandon K Ashley, Jianye Sui, Mehdi Javanmard, Umer Hassan
{"title":"Aluminum Oxide-Coated Particle Differentiation Employing Supervised Machine Learning and Impedance Cytometry.","authors":"Brandon K Ashley, Jianye Sui, Mehdi Javanmard, Umer Hassan","doi":"10.1109/nems54180.2022.9791160","DOIUrl":"10.1109/nems54180.2022.9791160","url":null,"abstract":"<p><p>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.</p>","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":"2022 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9245459/pdf/nihms-1817213.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9972692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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}
{"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}
{"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}
{"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}
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}
{"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}
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}
{"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}