Ridge line plot - An alternative to violin plots?
Spinodal Decomposition - Solving the Cahn-Hillard equation for spinodal decomposition.
Inverse determination of diffusion coefficient - Using Bayesian inference to inversely determine diffusion coefficient.
Plotting properties on a periodic table - It can be useful at times to color code periodic table to display elemental properties.
Creating slides using julia - Demonstration of creating slides using
PPTX.jl package.
Dual numbers and derivatives - Discussing dual numbers and the use for taking derivatives of functions.
LAMMPS in notebook - Example running LAMMPS in a notebook and accessing compute result.
Simulating CVD growth - Implementation of KMC model to simulate chemical vapor deposition.
Integrating a function with MC - Basic demo showing how Monte Carlo sampling can be used to integrate a function.
DFT calculation in a notebook - Demo the use of PyMatgen, ASE, and DFTK.jl in a Pluto.jl notebook.
Featurization & ML Models - A guide through featurization and ML models for materials data.
Bayesian Inference - An example from
Bayesian Modeling and Computation in Python but in Julia.
ML in Materials Science - Plotting the publication activity of Machine Learning use in Materials Science.
Graphical Intuition of Classification - Simple post on graphical intuition behind classification.
Guassian Processes: Part 1 - Initial workflow showing how Gaussian processes work.
Density Matrix Renormalization Group - A walk through basic 1D infinite anti-ferromagnetic spin chain.
Chemical Kinetics ODE - Solving mass action ODE using very nice Julia modeling packages.
Welcome - My hello world.