Modelling, Simulation & Code:
1. Modelling
1.1 Crystal Model - Aqua
Made this model from scratch on Blender+Cycles as a fun project on scientific simulations. (Inspired by Ducky3d’s amazing work).
BlenderGuru, Ducky3d, CGForge are some awesome resources for those wanting to learn!
2. Simulation
2.1 Molecular dynamics of a lipid self-assembly system
2.2 Monte-Carlo methods
2.3 DFT
2.4 Hartree-Fock and SCF methods
2.5 QM/MM
3. Code
3.1 Diffraction of light through a thin film
3.2 Interference of multiple waves
4. AI and ML
4.0 Probablity, Statistics, Linear Algebra, General Math
4.1 Linear regression
4.2 Logistic regression
4.3 Lasso regression
4.4 Support Vector Machines
4.5 Trees
4.6 Simple Neural networks
4.7 Perceptrons
4.8 Convolutional Neural Networks
