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Recommended resources
Module 2
Linear Algebra and Optimization for Deep Learning
Module 3
Introduction to PyTorch
Module 4
Building Neural Networks in PyTorch
Module 5
Training Neural Networks
Module 6
Differential Equations for Radiation Physics
Module 7
Foundations of Physics-Informed Neural Networks
Module 8
Advanced PINN Training and Optimization
Module 9
Mathematical Formulation of Radiation Dose Transport
Module 10
Data Preparation for Dose Prediction
Module 11
Building the Dose Prediction PINN
Module 12