Grasp more from your process, make analytics, focus on what matters.
Grasp more from your process, make analytics, focus on what matters.
In this post we show how an integral can be computed using Monte-Carlo method and how combination with bootstrapping can increase precision. Reference Lets say we wan to integrate the cardinal sinus over the interval . Graphically it is about…
This post shows how to solve the Ballistic problem with Drag Force taken into account.
This post shows how to create an animated double pendulum with scipy and matplotlib.
Sometimes, it is just fun to do some simple math and get nice figure, why not drawing some bifurcation diagrams.
This post shows of to fit an arbitrary number of Lorentzian peaks (Cauchy distribution) using scipy.
This post shows how to adjust statistical distribution on a random sampled dataset and assess precision of regressed parameters. Synthetic dataset We create a synthetic dataset by sampling random values from a Log Normal law: We also create a support…
In this post we review some well known properties of tropospheric Ozone. Exercise is performed on 10 years of observations through specific correlations between Ozone, Nitrogen Dioxide and meteorological parameters. Objective is to draw a knowledge baseline about the Ozone.
This post shows how ODE parameters as well as initial condition can be adjusted to experimental data using Python. Adjusting ODE parameters is good topic to introduces specific methodology such as parameter normalization and sample bootstrapping.
Model We want to model an heterogeneous reaction between Isopropanol and Raney’s Nickel which is a catalytic deshydrogenation. Reaction produces Isopropanone (acetone) and dihydrogen: For sake of simplicity we label the reaction as follow: Where is the kinetic constant of…
Python and scipy package are very powerful when dealing with optimization problem. We present in this article a double optimization problem involving root find of a rational trigonometric equation and a non linear adjustment of a series expansion.