Heat Effects in a Semibatch Reactor / SemiBatch - (Fogler 13.3 - p.616)
Plug Flow Reactor (PFR) - Gas Phase Reactions / PFR - Gas Phase Reaction
Heterogeneous Stirred Tank Reactor - STR Reactor
Linear Methods for Calculating Desired Parameters & More
Enthalpy Calculation with Linear Regression / Linear Regression - Enthalpy Calculation
Activation Energy Calculation with Linear Regression / Linear Regression - Activation Energy
Bates & Watts, 1988, p.3 (Polychlorinated biphenyls in Lake Cayuga) / Linear Regression - Example PCB1
A simple example for underst&ing linear regression / Linear Regression - Beginner Example
Examples of systems of linear equations using elimination (i.e., Gauss & Gauss-Jordan) & iterative methods (i.e., Jacobi & Gauss-Seidel) / Systems of Linear Equations
Solution of a system of n linear equations in n variables using the Jacobi and Gauss-Seidel Method / Jacobi & Gauss-Seidel
Numerical Integration
Examples of numerical integration / Numerical Integration
Optimization
Maximizing Concentration of an Intermediate in a Batch Reactor using solve_ivp / Batch - Maximize Concentration
An example of Unconstrained & Constrained Convex Optimization / Convex Optimization
An example of using the Gradient Descent Algorithm / Gradient Descent
A simple example of solving f'(x) = 0 / f'(x) = 0
Ordinary Differential Equations (ODEs) in Python
Solving Differential Equations in Python / Solving ODEs - (Examples)
Finding maxima & minima / ODE max & min
Solving the Free Fall ODE / Free Fall
Transforming an ODE boundary value problem to an equivalent initial value problem using the Shooting Method / Shooting Method
Partial Differential Equations (PDEs) in Python
Modelling a Transient Plug Flow Reactor / Transient PFR
Solving the Heat Equation (2D) / Heat Equation - 2D
Solving the Transient Diffusion Equation / Transient Diffusion
Different examples of solving PDEs using solve_ivp & finite different approximation for Diffusion, Wave, Reaction-Diffusion, Advection Equations / PBE Examples
Approximations of 1st & 2nd order PDEs / Approximations Derivatives
Particle Size Distribution
An example for estimating the particle size distribution of an attapulgite-type mineral / Particle Size Distribution
Science Plots
Science Plots - Bar Chart
Science Plots - Breakthrough Curve
Science Plots - Error Bars
Science Plots - Smooth Line Plot
Steady State with Axial & No Axial Dispersion
Steady State with no Axial Dispersion Examples in Adiabatic & Isothermal PFR / PFR - Steady State with no Axial Dispersion (5 Examples)
Steady State with Axial Dispersion / PFR - Steady State with Axial Dispersion (1 Example)
Thermodynamics
Equilibrium Thermodynamics (Gibbs Energy Minimization) of the Dry Reforming Reaction Depicting the Conversion of Reactants CH4 & CO2 to CO, H2, & C as a Function of Temperature / Equilibrium Thermodynamics DRM
Equilibrium Compositions of ATR Reaction / Equilibrium Compositions ATR
Thermodynamics of WGS reaction (Enthalpy, Entropy, Gibbs, Keq) / Thermodynamics_WGS.ipynb