Evidence map›Paper›PMID 41312180›Full record

ArticleJournal of computational physics2025

An efficient adaptive algorithm for photon-electron coupled Boltzmann equation in radiation therapy.

Xilin Zhang, Peiming Yin, Xue Hong, Wei Wu, Wangyao Li, Yuxin Wang, Yan Xu, Hao Gao

Abstract read
In one paragraph

Article in Journal of computational physics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Xilin ZhangSchool of Mathematical Sciences, University of Science and Technology of China, Hefei, Anhui, China.
Peiming YinDepartment of Mathematical Sciences, The University of Texas at El Paso, USA.
Xue HongDepartment of Radiation Oncology, University of Kansas Medical Center, USA.
Wei WuDepartment of Radiation Oncology, University of Kansas Medical Center, USA.
Wangyao LiDepartment of Radiation Oncology, University of Kansas Medical Center, USA.
Yuxin WangSchool of Nuclear Science and Technology, University of Science and Technology of China, Hefei, Anhui, China.
Yan XuSchool of Mathematical Sciences, University of Science and Technology of China, Hefei, Anhui, China.
Hao GaoDepartment of Radiation Oncology, University of Kansas Medical Center, USA.

Funding

Novel Optimization Methods and Treatment Planning System for Clinically-Deliverable Truly-Hybrid Proton-Photon RadiotherapyR37CA250921 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI Hao Gao · 2021 to 2026
$2.2M
Simultaneous dose and dose rate optimization for clinical FLASH proton radiotherapyR01CA261964 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI GAO, HAO · 2022 to 2025
$2.0M
NCI NIH HHS R01 CA261964NCI NIH HHS R37 CA250921
6 · The paper itself

Abstract

In this paper, we propose an efficient adaptive algorithm for the photon-electron coupled Boltzmann equations in radiation therapy. The algorithm employs adaptive mesh technologies for both angular and spatial discretization and effectively solves the equation across various domains with a reduced number of degrees of freedom and computational time while maintaining accuracy. For spatial discretization, we employ an adaptive discontinuous Galerkin scheme based on material redefinition to automatically conduct adaptive refinement during the computation process. For angular discretization, we utilize high-order discretization near the incident direction, while low-order discretization is applied to other directions. We compare its performance with the classical Monte Carlo simulations for both mono-energetic and multi-energetic photon beams in various media. Numerical results demonstrate the efficiency and accuracy of the algorithm.

Indexed as

Adaptive algorithmDiscontinuous Galerkin methodsPhoton-electron coupled Boltzmann equationRadiation transportRadiotherapy

Identifiers

PMID41312180
PMCPMC12652406

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.