I’m an engineer from the other side of researches or science, but somehow interested in the topic. Recently, I’ve learned about great work done by Grigori Fursin and entire community of reserach engineers with the goal to make research software more applicable to the industries by doing it with some kind of framework inside. I want to leave some links here, if you don’t mind to watch it – the talk is called ” Reproducing 150 Research Papers and Testing Them in the Real World”:ACM page with webcast https://event.on24.com/wcc/r/2942043/9C904C7AE045B5C92AAB2CF...
Also, source docs available here: https://zenodo.org/record/4005773?fbclid=IwAR1JGaAj4lwCJDrkJ...
And, their solution product https://cknowledge.io/ and source code https://github.com/ctuning/ck
I guess it should be helpful to the researchers community.