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MO-F-BRB-02: Macro Monte Carlo for Proton Dose Calculation in Different Materials
1Division of Medical Radiation Physics and Department of Radiation Oncology, Inselspital, Bern University Hospital, and University of Bern, Switzerland.
A new macro Monte Carlo (MMC) technique significantly speeds up proton dose calculations in homogeneous materials. This method achieves high accuracy, offering a 200x efficiency gain over traditional Monte Carlo simulations.
Area of Science:
- Medical Physics
- Computational Physics
- Radiation Oncology
Background:
- Accurate dose calculation is crucial for proton therapy.
- Traditional Monte Carlo (MC) methods are computationally intensive, limiting their clinical application.
- There is a need for efficient and accurate dose calculation techniques.
Purpose of the Study:
- To develop a novel macro Monte Carlo (MMC) technique for efficient proton dose calculations.
- To improve the speed of dose calculations without compromising accuracy.
- To validate the MMC method in homogeneous materials.
Main Methods:
- Developed a local to global MC approach for proton dose calculations.
- Utilized Geant4 for local simulations of proton pencil beams (10-250 MeV) in various materials.
- Scored energy loss and lateral displacement for particles, incorporating ion and neutron interactions.
- Validated MMC by comparing dose distributions with Geant4 for homogeneous phantoms.
Main Results:
- Integral depth dose curves agreed within 1% or 1 mm.
- Dose profiles showed agreement within 1% or 1 mm across all energies, depths, and materials.
- The MMC technique demonstrated approximately 200 times greater efficiency compared to Geant4.
Conclusions:
- The MMC method provides accurate and efficient proton dose calculations in homogeneous materials.
- The developed MMC technique shows potential for clinical application in proton therapy.
- Future work will focus on extending MMC to inhomogeneous materials for patient-specific dose calculations.
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