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

Author:

Kusch Jonas1ORCID,Schotthöfer Steffen2ORCID,Stammer Pia3ORCID,Wolters Jannick4ORCID,Xiao Tianbai5ORCID

Affiliation:

1. Norwegian University of Life Sciences, Norway

2. Oak Ridge National Laboratory, USA

3. Karlsruhe Institute of Technology, Germany and German Cancer Research Center - DKFZ, Germany and HIDSS4Health-Helmholtz Information and Data Science School for Health, Germany

4. Karlsruhe Institute of Technology, Germany

5. State Key Laboratory of High Temperature Gas Dynamics, Institute of Mechanics, Chinese Academy of Sciences, China

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.

Funder

Deutsche Forschungsgemeinschaft

Helmholtz Association and Data Science School for Health

Theoretical Foundations of Deep Learning

Office of Advanced Scientific Computing Research, U.S. Department of Energy

Oak Ridge National Laboratory

U.S. Department of Energy

National Science Foundation of China

Publisher

Association for Computing Machinery (ACM)

Subject

Applied Mathematics,Software

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