KiT-RT: An Extendable Framework for Radiative Transfer and Therapy

Kusch, Jonas; Schotthöfer, Steffen; Stammer, Pia; Wolters, Jannick; Xiao, Tianbai

doi:10.1145/3630001

Title: KiT-RT: An Extendable Framework for Radiative Transfer and Therapy

Journal Article · 14 December 2023 · ACM Transactions on Mathematical Software

DOI: https://doi.org/10.1145/3630001 · OSTI ID:2283856

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Norwegian University of Life Sciences, Trondheim (Norway)
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Karlsruhe Institute of Technology (KIT) (Germany); German Cancer Research Center (DKFZ), Heidelberg (Germany); Helmholtz Information and Data Science School for Health (HIDSS4Health), Heidelberg (Germany)
Karlsruhe Institute of Technology (KIT) (Germany)
Chinese Academy of Sciences (CAS), Beijing (China)

Here, 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.

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Research Organization:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Organization:: German Research Foundation (DFG); National Science Foundation of China (NSFC); USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)

Grant/Contract Number:: AC05-00OR22725

OSTI ID:: 2283856

Journal Information:: ACM Transactions on Mathematical Software, Journal Name: ACM Transactions on Mathematical Software Journal Issue: 4 Vol. 49; ISSN 0098-3500

Publisher:: Association for Computing MachineryCopyright Statement

Country of Publication:: United States

Language:: English

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97 MATHEMATICS AND COMPUTING
finite volume methods
kinetic theory
machine learning
radiation therapy
radiation transport

Title: KiT-RT: An Extendable Framework for Radiative Transfer and Therapy

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References (59)

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