Using machine learning, string theorists are finally showing how microscopic configurations of extra dimensions translate into sets of elementary particlesthough not yet those of our universe. String theory captured the hearts and minds of many physicists decades ago because of a beautiful simplicity.

Zoom in far enough on a patch of space, the theory says, and you won’t see a menagerie of particles or jittery quantum fields. There will only be identical strands of energy, vibrating and merging and separating. By the late 1980s, physicists found that these “strings” can cavort in just a handful of ways, raising the tantalizing possibility that physicists could trace the path from dancing strings to the elementary particles of our world.

The deepest rumblings of the strings would produce gravitons, hypothetical particles believed to form the gravitational fabric of spacetime. Other vibrations would give rise to electrons, quarks, and neutrinos. String theory was dubbed a “theory of everything.”“People thought it was just a matter of time until you could compute everything there was to know,” said Anthony Ashmore, a string theorist at Sorbonne University in Paris….Story continues

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Source: Does String Theory Actually Describe the World? AI May Be Able to Tell