We are working towards incorporating multiple chemical engineering examples using Bokeh. In an effort to make science and engineering applied math more accessible via visualization. Also, incorporating them as part of curriculum where students interact with parameters and have an assignment or goal in mind.
We are getting started and can access our first example looking at sequential reactions here: http://srrweb.cc.lehigh.edu/sliders_reaction_kinetics .
Source code can be accessed here: https://github.com/swamilikes2code/Python_based_Interactive_Scientific_Visualization