An E(3)-equivariant deep RL framework lets an O2 agent discover kinetically plausible diffusion and dissociation pathways in disordered Si/a-SiO2 without hand-crafted reaction coordinates or collective variables.
hub
NIST Chemistry WebBook, NIST Standard Reference Database 69
2 Pith papers cite this work, alongside 1,634 external citations. Polarity classification is still indexing.
2
Pith papers citing it
1,634
external citations · Crossref
hub tools
citation-role summary
dataset 1
citation-polarity summary
years
2026 2roles
dataset 1polarities
use dataset 1representative citing papers
citing papers explorer
-
Bridging Atomistic Simulation and Experimental Processing Timescales with Goal-Directed Deep Reinforcement Learning
An E(3)-equivariant deep RL framework lets an O2 agent discover kinetically plausible diffusion and dissociation pathways in disordered Si/a-SiO2 without hand-crafted reaction coordinates or collective variables.
- The Role of Formation Location in Shaping Sulfur-, Nitrogen-, and Carbon-Bearing Species in Super-Earth and Sub-Neptune Atmospheres