Popular repositories Loading

1. finite-retangular-quantum-well-1d finite-retangular-quantum-well-1d Public

   Numerical solution of the 1D time-independent Schrödinger equation for a finite rectangular quantum well in Python.

   Python

2. binary-addition-neural-network binary-addition-neural-network Public

   A step-by-step PyTorch project exploring how a neural network can learn binary addition.

   Python

3. universal-approximation-theorem-demo universal-approximation-theorem-demo Public

   Step-by-step PyTorch experiments showing how neural networks approximate a high-frequency nonlinear function.

   Python

4. mnist-classification-pytorch mnist-classification-pytorch Public

   PyTorch-based MNIST handwritten digit classification project with model comparison, regularization, and CNN tuning to achieve over 99% test accuracy.

   Jupyter Notebook

5. pinn-spin-precession pinn-spin-precession Public

   Solving the Bloch equations for spin-1/2 precession in static magnetic fields using a Physics-Informed Neural Network in PyTorch.

   Jupyter Notebook