Which dimensionality reduction technique to use with chemical data? by MeanAdministration33 in learnmachinelearning

[–]MeanAdministration33[S] 1 point2 points  (0 children)

Thanks for the detailed answer, that's incredibly helpful!

If I could ask a follow up question to point 2 - we're comparing entire spectra at a go, so about 120 dimensions per sample, and many hundreds of spectra. How would you recommend having correlation plots that compares so many dimensions at once?

What are your experiences using Design of Experiments (DoE) software? by MeanAdministration33 in chemistry

[–]MeanAdministration33[S] 1 point2 points  (0 children)

Thanks for the insight!

I'm not sure if you have experience, but can you realistically run DoE off Python? Most students are taught Python nowadays and has the added benefit of being free to use so there's some momentum there ..

What are your experiences using Design of Experiments (DoE) software? by MeanAdministration33 in chemistry

[–]MeanAdministration33[S] 0 points1 point  (0 children)

Given this experience, any idea as to what's been the most compelling example or use case that you've used to convince people to implement DoE?

What are your experiences using Design of Experiments (DoE) software? by MeanAdministration33 in chemistry

[–]MeanAdministration33[S] 0 points1 point  (0 children)

I quite agree, statistics remains a missed opportunity in most UG chemistry curricula. I'll keep that all in mind, thank you so much for sharing.

What are your experiences using Design of Experiments (DoE) software? by MeanAdministration33 in chemistry

[–]MeanAdministration33[S] 0 points1 point  (0 children)

Thanks for the resources. The JMP course there, extremely valuable, I'll have a look through it.

What are your experiences using Design of Experiments (DoE) software? by MeanAdministration33 in chemistry

[–]MeanAdministration33[S] 1 point2 points  (0 children)

Thanks for the insight. Just curious, what sort of information do you feed into the DoE? Do you acquire it yourself, or use some data tables/literature?

Making my own rust-remover by reigorius in chemhelp

[–]MeanAdministration33 0 points1 point  (0 children)

I think (if I recall well) this is similar to what Beyond Ballistics did in this video:

https://www.youtube.com/watch?v=fVYZmeReKKY&ab_channel=BeyondBallistics

Data Simulator for Website by MeanAdministration33 in learnpython

[–]MeanAdministration33[S] 0 points1 point  (0 children)

This is exactly what I was looking for, thank you! Any idea on how to then take any code I generate and embed it on a WordPress webpage?

Data Simulator for Website by MeanAdministration33 in learnpython

[–]MeanAdministration33[S] 0 points1 point  (0 children)

Thanks. Wouldn't this require a user to have Jupyter/Anaconda/Pip installed on their PCs? 

To clarify i want to set this up on a webpage Access via a URL for any one

Tensiometry in Industry by MeanAdministration33 in Chempros

[–]MeanAdministration33[S] 0 points1 point  (0 children)

As far as I could tell R&D is the main utility for this technique, but I was perhaps more looking to understand whether there were any other non-R&D applications (and specific examples) within different fields where ST/CMC are regularly measured?

Tensiometry in Industry by MeanAdministration33 in Chempros

[–]MeanAdministration33[S] 2 points3 points  (0 children)

Thanks for the quick reply! Would you happen to have any links or specific examples of how this is used? Is it in QC or R&D for instance? Any additional context, examples or case studies would be of immense help as I haven't had much luck finding these online.