Abstract: There has been significant recent work on solving PDEs using neural networks on infinite dimensional spaces. In this talk we consider two examples. First, we prove that transformers can ...

image: Artificial intelligence is used to inverse design nanoparticles to emit desired spectra and have desired properties. Here, the thickness of subsequent layers of a nanoparticle's material is fed ...

Measurements at the Large Hadron Collider have been stymied by one of the most central phenomena of the quantum world. But now, a young researcher has championed a new method to solve the problem ...