This is more of a survey question than a query for precise mathematical detailing. Opinions are welcome!
Dear Danny,
Related to your query, there are some related studies and discussions here:
https://www.science.gov/topicpages/p/probabilistic+inversion+framework.html
https://arxiv.org/pdf/1810.00322.pdf
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