14 citations · 21 across the 3 of their papers we have counts for
3 papers
cond-mat.stat-mech2020★ 14 cited
Learning about learning by many-body systems
Weishun Zhong, Jacob M. Gold, Sarah Marzen +2
Diverse many-body systems, from soap bubbles to suspensions to polymers, learn and remember patterns in the drives that push them far from equilibrium. This learning may be leverag…
cond-mat.stat-mech2020★ 1 cited
Quantifying many-body learning far from equilibrium with representation learning
Weishun Zhong, Jacob M. Gold, Sarah Marzen +2
Far-from-equilibrium many-body systems, from soap bubbles to suspensions to polymers, learn the drives that push them. This learning has been observed via thermodynamic properties,…
nlin.AO2019★ 6 cited
Self-organized novelty detection in driven spin glasses
Jacob M. Gold, Jeremy L. England
We consider a glassy system of interacting spins driven by continual switching amongst a finite set of nonuniform external fields. We find that the system evolves over time towards…