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MaterialsWhich heat treatment makes a single crystal
Two cyclic heat treatments of a copper alloy are alike except for how hot they get at their peak. Which one turns a piece made of many small crystals, its grains, into one single crystal? And which grain takes over?
Energy and fusionFusion-plasma equilibrium
Can an engine reconstruct the magnetic equilibrium of a fusion plasma from its measurements, without being trained on examples first?
MaterialsWhen a filled plastic starts to conduct
At what amount of filler do the conductive particles in a plastic first link up into an unbroken chain from one side to the other, so that the plastic starts to conduct?
Molecules and proteinsPlaced, not searched: a protein's shape from its contacts
If you know which parts of a protein chain touch each other, can you place the whole chain in its folded shape at once, without searching through the countless ways it could fold?
MaterialsScreening for high-temperature superconductors
Among materials known to superconduct, can our engine tell from a material's crystal structure and composition which ones still superconduct at higher temperatures?
- Preprint · Theory
Deterministic, Reproducible Inference in Exact Integer Arithmetic, and Verifiable Distributed Inference as Its Consequence
The paper behind tritify: the same bytes on every machine, and what follows from it.
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