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This is why fundamental plasma physics is so valuable to fund. ML can come up with good models that fit the data in the domains that there are empirical datase
by willis936 5y ago
This is why fundamental plasma physics is so valuable to fund. ML can come up with good models that fit the data in the domains that there are empirical datasets to train against, but it can't reliably extrapolate outside of those domains.
So this is a good tool for the computationalists but we still need the experimentalists. This is science.
- ShamelessC 5y agoTo clarify, this result did not have the benefit of a large labeled dataset. They used a simulator and got working results without _any_ finetuning on data measured from the real world. > So this is a good tool for the computationalists but we still need the experimentalists. This is science. I would say that this is a good example of collaboration between the groups.