Lucas Vieira, Robert Menzel, Martin Holena, Natasha Dropka
{"title":"An Analysis of Elusive Relationships in Floating Zone Growth Using Data Mining Techniques (Adv. Theory Simul. 5/2025)","authors":"Lucas Vieira, Robert Menzel, Martin Holena, Natasha Dropka","doi":"10.1002/adts.202570009","DOIUrl":null,"url":null,"abstract":"<p>High-purity silicon single crystals are grown using the Floating Zone (FZ) method, a key process in the semiconductor industry and crucial for renewable energy applications. In article 2400781, Lucas Vieira, Natasha Dropka, and co-workers apply data mining techniques to FZ simulations, uncovering complex relationships between growth parameters and process stability. The findings offer insights for optimizing the process through parameter engineering.\n\n <figure>\n <div><picture>\n <source></source></picture><p></p>\n </div>\n </figure></p>","PeriodicalId":7219,"journal":{"name":"Advanced Theory and Simulations","volume":"8 5","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2025-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adts.202570009","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advanced Theory and Simulations","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/adts.202570009","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
High-purity silicon single crystals are grown using the Floating Zone (FZ) method, a key process in the semiconductor industry and crucial for renewable energy applications. In article 2400781, Lucas Vieira, Natasha Dropka, and co-workers apply data mining techniques to FZ simulations, uncovering complex relationships between growth parameters and process stability. The findings offer insights for optimizing the process through parameter engineering.
期刊介绍:
Advanced Theory and Simulations is an interdisciplinary, international, English-language journal that publishes high-quality scientific results focusing on the development and application of theoretical methods, modeling and simulation approaches in all natural science and medicine areas, including:
materials, chemistry, condensed matter physics
engineering, energy
life science, biology, medicine
atmospheric/environmental science, climate science
planetary science, astronomy, cosmology
method development, numerical methods, statistics