Fit implicit function
This post reviews how to fit an implicit function using the scipy package.
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Grasp more from your process, make analytics, focus on what matters.
landercy.be
Grasp more from your process, make analytics, focus on what matters.
Tag sciences
Revisiting multiple adjustments of a catalytic reaction kinetic
This post reviews a classical catalytic reaction kinetic and multiple ways to adjust it to experimental dataset. We will see that modern computer can solve the kinetic symbolically and numerically while old fashion methods also provides good results. Model We…
Equation of locus of maximum rates for an exothermic reversible reaction
This post explains how to drawn the exact equation of the locus of maximum rates for an exothermic reversible reaction.
Understanding PCA and implementing it step by step using python
This post details how principal component analysis (PCA) works and how to perform it step by step using Python.
Compute Acid/Base Partition functions
This post shows how to derive Acid/Base Partition functions using analytical chemistry and conversely how to determine pH of a mixture of poly-acid with given initial concentrations and pKa.
Animated double pendulum
This post shows how to create an animated double pendulum with scipy and matplotlib.
Bifurcation diagram
Sometimes, it is just fun to do some simple math and get nice figure, why not drawing some bifurcation diagrams.
Fit multiple Lorentzian peaks from spectrogram
This post shows of to fit an arbitrary number of Lorentzian peaks (Cauchy distribution) using scipy.
Simultaneously adjust multiple kinetics
In this post we show how we can fit simultaneously multiple kinetics from ODE system using the scipy package. That is, we will regress parameters from multiples curves described by a dynamic system at once. To reach that goal, we…
Using pollution roses to highlight traffic influence at Brussel’s 11th Canal Lock
Pollution rose is a very important tool when dealing with Air Quality Monitoring, they help to understand from which wind sectors the pollution arises and when correlating pollution roses at several locations it can be used to triangulate specific sources…