| KiT-RT: An Extendable Framework for Radiative Transfer and Therapy | |
| Kusch, Jonas; Schotthofer, Steffen; Stammer, Pia; Wolters, Jannick; Xiao TB(肖天白) | |
| Source Publication | ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE
 |
| 2023-12-01 | |
| Volume | 49Issue:4Pages:38 |
| ISSN | 0098-3500 |
| Abstract | In this article, we present Kinetic Transport Solver for Radiation Therapy (KiT-RT), an open source C++-based framework for solving kinetic equations in therapy applications available at https://github.com/CSMMLab/KiT-RT. This software framework aims to provide a collection of classical deterministic solvers for unstructured meshes that allow for easy extendability. Therefore, KiT-RT is a convenient base to test new numerical methods in various applications and compare them against conventional solvers. The implementation includes spherical harmonics, minimal entropy, neural minimal entropy, and discrete ordinates methods. Solution characteristics and efficiency are presented through several test cases ranging from radiation transport to electron radiation therapy. Due to the variety of included numerical methods and easy extendability, the presented open source code is attractive for both developers, who want a basis to build their numerical solvers, and users or application engineers, who want to gain experimental insights without directly interfering with the codebase. |
| Keyword | Kinetic theory radiation transport radiation therapy finite volume methods machine learning |
| DOI | 10.1145/3630001 |
| Indexed By | SCI ; EI |
| Language | 英语 |
| WOS ID | WOS:001167368200007 |
| WOS Research Area | Computer Science ; Mathematics |
| WOS Subject | Computer Science, Software Engineering ; Mathematics, Applied |
| Funding Organization | Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) [491976834] ; Helmholtz Association under the joint research school HIDSS4Health -Helmholtz Information and Data Science School for Health - Priority Programme Theoretical Foundations of Deep Learning by the Deutsche Forschungsgemeinschaft [SPP2298] ; Office of Advanced Scientific Computing Research, U.S. Department of Energy ; U.S. Department of Energy [DE-AC05-00OR22725] ; National Science Foundation of China [12302381] |
| Classification | 一类 |
| Ranking | 3+ |
| Contributor | Kusch, J (corresponding author), Norwegian Univ Life Sci, Drobakvn 31, As, Norway. |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://dspace.imech.ac.cn/handle/311007/95118 |
| Collection | 高温气体动力学国家重点实验室 |
| Recommended Citation GB/T 7714 | Kusch, Jonas,Schotthofer, Steffen,Stammer, Pia,et al. KiT-RT: An Extendable Framework for Radiative Transfer and Therapy[J]. ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE,2023,49,4,:38.Rp_Au:Kusch, J (corresponding author), Norwegian Univ Life Sci, Drobakvn 31, As, Norway. |
| APA | Kusch, Jonas,Schotthofer, Steffen,Stammer, Pia,Wolters, Jannick,&肖天白.(2023).KiT-RT: An Extendable Framework for Radiative Transfer and Therapy.ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE,49(4),38. |
| MLA | Kusch, Jonas,et al."KiT-RT: An Extendable Framework for Radiative Transfer and Therapy".ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE 49.4(2023):38. |
| Files in This Item: | Download All | |||||
| File Name/Size | DocType | Version | Access | License | ||
| Jp2023A353.pdf（4168KB） | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | View Download | |
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