The discovery of DE goes back to the late 1990's observations of Type 1a SN, which revealed the universe is expanding at an accelerating rate. Some sort of energy is forcing our universe in a way that accelerates it. It's a mystery what it might be.
But before Einstein, a universe that includes matter will collapse, though Newton suggested an infinite universe would prevent any collapse since there would be not c.g. (center of gravity) to give it place to collapse to.
As the universe expands, the gravitational force becomes weaker, thus a residual and repulsive force of energy (DE) would become increasingly larger relative to the weaking gravitational force. This assumes DE doesn't get weaker itself with expansion, of course. No one knows what DE is so we just play with the observations, for now, that suggest this is the case.
I don't see how the researcher's statement makes a lot of sense. "In the very early universe, when gravity was very strong, a form of dark energy caused the universe to exponentially inflate. Through some unknown process, this energy was transformed into the matter of the universe today,"
1) It states DE has different forms. That's an odd claim.
2) it states "the matter of the universe" comes from DE. We know high energy densities can produce matter in places like particle colliders (e.g. CERN) and in the cores of all stars. No DE is required, apparently.
It seems a little odd too that we have such great isotropy (1 part in 100,000) in the CMBR as predicted, and without some sort of uniform distribution of BHs.
There are other issues I have as well. Perhaps I'm misjudging the work, but it sounds like more metaphysics than physics.