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by fock
2146 days ago
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I work in computational materials science (where ML brings funding) and a funny paper of this kind is here: https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.11... - they are literally trying out 100000s of possible combinations by brute force, to build a "physical model". Then they go on conferences and brag about it, because they have to (otr they know it's bs).
Datasets are soso (you can have a look at QM9...) and for more specialized things, people generally don't bother trying to benchmark or compare their results on a common reference. It's just something new... And with all that: even without doing fancy statistical methods without knowing too much about it, your theoretical computations might not make so much sense (at least in the sheer number which is pumped out and published)... |
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Well, that's a new acronym for me. I wonder where it came from. Apparently it's "on the real". Sounds like AAVE?