Example Creation Session - August 2024

[NicolaCourtier]

We would like users and developers to come together to create more example notebooks and scripts for PyBOP. The aim is to broaden impact, catch current issues/bugs, and to collaborate on PyBOP usage.

If you have an idea for an example, please share it with us!

[NicolaCourtier]

One to start us off: #452 - add an example notebook on the MultiFittingProblem class based on the multi_fitting script.

[BradyPlanden]

A few suggestions for people to think on:

• Add Thermal Thevenin Example (Remove Params from Others) #437
• Restructure examples directory #282 (comment)
• Add electrode balancing example #222
• Add notebook examples to doc site #173
• Add a notebook for the recent transformation class: Adds Transformation class #357
• Add a notebook for the recent weighted cost class: Add a WeightedCost #329
• Add an ECM MCMC sampling notebook from Adds Monte Carlo Samplers #340
• Add example for new cost.compute() method Refactor cost._evaluate methods to accept precomputed signals #436

[Dibyendu-IITKGP]

A discussion on selection of solvers and how the solver time-step affects the fitting problem would be great.

[brosaplanella]

#222 is already assigned to me so happy to do that unless there's something more urgent :)

[agriyakhetarpal]

Picking up my work on #173, which is assigned to me.

[BradyPlanden]

I'm keen on #436

[NicolaCourtier]

I have a example here, ready for review: #442

[NicolaCourtier]

See this issue for previous discussion on restructuring the examples directory: #282

[BradyPlanden]

I've added the cost evaluation/compute notebook as: #470, I'll take on "Add an ECM MCMC sampling notebook from #340" now.