104 citations
- University of WollongongAU4 papers
- TU Dortmund UniversityDE2 papers
- Australian Nuclear Science and Technology OrganisationAU1 paper
- Australian SynchrotronAU1 paper
- MBN Research CenterDE1 paper
- Memorial University of NewfoundlandCA1 paper
- Oakland UniversityUS1 paper
- Peter MacCallum Cancer CentreAU1 paper
- Physico-Technical InstituteRU1 paper
- Prince of Wales HospitalAU1 paper
- State Marine Technical University of St. PetersburgRU1 paper
- The Open UniversityGB1 paper
4 papers
Accurate and fast deep learning dose prediction for a preclinical microbeam radiation therapy study using low-statistics Monte Carlo simulations
Florian Mentzel, Jason Paino, Micah Barnes +13
Microbeam radiation therapy (MRT) utilizes coplanar synchrotron radiation beamlets and is a proposed treatment approach for several tumour diagnoses that currently have poor clinic…
Fast and accurate dose predictions for novel radiotherapy treatments in heterogeneous phantoms using conditional 3D-UNet generative adversarial networks
Florian Mentzel, Kevin Kröninger, Michael Lerch +8
Novel radiotherapy techniques like synchrotron X-ray microbeam radiation therapy (MRT), require fast dose distribution predictions that are accurate at the sub-mm level, especially…
Polarisable force fields: What do they add in biomolecular simulations?
V. S. Sandeep Inakollu, Daan P. Geerke, Christopher N. Rowley +1
The quality of biomolecular simulations critically depends on the accuracy of the force field used to calculate the potential energy of the molecular configurations. Currently, mos…
Comparative analysis of the secondary electron yield from carbon nanoparticles and pure water medium
Alexey Verkhovtsev, Sally McKinnon, Pablo de Vera +5
The production of secondary electrons generated by carbon nanoparticles and pure water medium irradiated by fast protons is studied by means of model approaches and Monte Carlo sim…