CCL: DFT Popularity Poll 2024
- From: "Stefan Grimme"
<grimme|-|thch.uni-bonn.de>
- Subject: CCL: DFT Popularity Poll 2024
- Date: Sun, 9 Jun 2024 02:26:52 -0400
Sent to CCL by: "Stefan Grimme" [grimme:-:thch.uni-bonn.de]
> I encourage the CCL community to resist the siren song of this poll. The
entire point of science is that we have to give evidence to support a claim. A
popularity poll yields no legitimate scientific information. If a paper came to
me and justified its choice in KS-DFT functional based on popularity, I would
reject it and tell the authors to read a review paper.
I agree in part, but I think that this viewpoint is too extreme. Science is made
by humans and not (yet) by machines and is
therefore dependent on our experiences, goals, etc., i.e., on non-scientifically
justifiable influences. The author of a
benchmark paper on the performance of density functionals is also subject to
these influences and therefore a review paper
is also biased like a poularity poll (of course less in the best case).
One can see this survey as a valid question in the social sciences. Are the most
popular density functionals also those
that perform well in benchmarks? The answer tells us also something about our
scientific and publication system. The
question of whether there is a "wisdom of the crowd" is certainly
relevant and, in my opinion, important for the progress
of science. For example why does it usually take a long time for new theories or
methods to establish themselves on the "market"?
But in any case, hard, reproducible scientific facts should be the first choice
for making decisions about choosing a density functional
or any other theoretical approximation, I agree with that without a doubt and we
have given criteria, examples and decision trees for this
problem in DFT in our Angew. paper recently (DOI: 10.1002/anie.202205735).
Best
Stefan