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Nuclear Physics and Medical PhysicsĀ
Virtual Laboratory
Online Interactive Calculators and Simulation Tools
Embedded Files
Theoretical Nuclear Physics and Medical Physics GroupDepartment of Nuclear Physics, Nuclear Engineering, and Medical PhysicsUniversity of Science, Vietnam National University Ho Chi Minh City
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Machine Learning / Deep Learning
Machine Learning / Deep Learning
Framework: python, tensorflow, keras, html, js, monai, pytorch
Datasets: link
Categories:Ā
Machine learning, deep learning, image processing, data analysis
Studies:
Image recognition
Face recognition
Face detection and tracking
Medical image segmentation
Simulation tools: Gate/Geant4
Data analysis: ROOT, python
Categories:Ā
Simulation, nuclear physics, medical physics
Studies:
Photon interactions with matter
Proton interactions with matter
Positron Emission Tomography
EasyPET - image reconstruction
CT imaging
Web applications:
Wien's law
Stefan Boltzmann law
Photoelectric Effect
Photon Energy
Bohr Model
Compton Wavelength
Rydberg Equation
De Broglie Wavelength
Heisenberg's Uncertainty Principle
Hydrogen Energy Levels
Magnetic Moment
E = mcĀ²
Length Contraction
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