Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
Tractable Mapping Entropy and Generative Backmapping via Split-Flows
The transition between fine-grained and coarse-grained representations in molecular dynamics is a fundamental problem for multiscale modeling. We present Split-Flows, a new class of flow-based models designed to bridge the dimensional gap between disparate resolutions.…
