通过现场过程监控和基于机器学习的优化实现消融囊的精密抛光

IF 0.9 4区工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY

Fusion Science and Technology Pub Date : 2024-09-10 DOI:10.1080/15361055.2024.2385224

Akash Tiwari, Shilan Jin, Shashank Galla, Bhaskar Botcha, Sean Hayes, Monika Biener, Kshitij Bhardwaj, Satish Bukkapatnam, Yu Ding, Alexos Antonios, Pierre Baldi, Suhas Bhandarkar

{"title":"通过现场过程监控和基于机器学习的优化实现消融囊的精密抛光","authors":"Akash Tiwari, Shilan Jin, Shashank Galla, Bhaskar Botcha, Sean Hayes, Monika Biener, Kshitij Bhardwaj, Satish Bukkapatnam, Yu Ding, Alexos Antonios, Pierre Baldi, Suhas Bhandarkar","doi":"10.1080/15361055.2024.2385224","DOIUrl":null,"url":null,"abstract":"In inertial confinement fusion (ICF) experiments seeking output gains of unity and beyond, the quality of the ablator capsule is paramount for minimizing the hydrodynamic mix that quenches the cent...","PeriodicalId":12626,"journal":{"name":"Fusion Science and Technology","volume":null,"pages":null},"PeriodicalIF":0.9000,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Precision Polishing of Ablator Capsules via in situ Process Monitoring and Machine Learning–Based Optimization\",\"authors\":\"Akash Tiwari, Shilan Jin, Shashank Galla, Bhaskar Botcha, Sean Hayes, Monika Biener, Kshitij Bhardwaj, Satish Bukkapatnam, Yu Ding, Alexos Antonios, Pierre Baldi, Suhas Bhandarkar\",\"doi\":\"10.1080/15361055.2024.2385224\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In inertial confinement fusion (ICF) experiments seeking output gains of unity and beyond, the quality of the ablator capsule is paramount for minimizing the hydrodynamic mix that quenches the cent...\",\"PeriodicalId\":12626,\"journal\":{\"name\":\"Fusion Science and Technology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.9000,\"publicationDate\":\"2024-09-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Fusion Science and Technology\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1080/15361055.2024.2385224\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"NUCLEAR SCIENCE & TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Fusion Science and Technology","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/15361055.2024.2385224","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"NUCLEAR SCIENCE & TECHNOLOGY","Score":null,"Total":0}

引用次数: 0

摘要

惯性约束聚变（ICF）实验寻求达到或超过单位输出增益，烧蚀囊的质量对于最大限度地减少淬火中心的流体动力混合至关重要。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Precision Polishing of Ablator Capsules via in situ Process Monitoring and Machine Learning–Based Optimization

In inertial confinement fusion (ICF) experiments seeking output gains of unity and beyond, the quality of the ablator capsule is paramount for minimizing the hydrodynamic mix that quenches the cent...

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Fusion Science and Technology 工程技术-核科学技术

CiteScore

2.00

自引率

11.10%

发文量

审稿时长

3 months

期刊介绍： Fusion Science and Technology, a research journal of the American Nuclear Society, publishes original research and review papers on fusion plasma physics and plasma engineering, fusion nuclear technology and materials science, fusion plasma enabling science technology, fusion applications, and fusion design and systems studies.