3 papers
math.OC2026
A Conservation Law for Equilibrium Propagation and Coupled Learning
Joshua A. McGinnis, Adam G. Kline, Yoichiro Mori
In this paper we show that the physical learning methods known as coupled learning (CL) and equilibrium propagation (EP) conserve a mass-like quantity in the trainable parameters i…
physics.soc-ph2023
Information Synergy Maximizes the Growth Rate of Heterogeneous Groups
Jordan T Kemp, Adam G Kline, Luís MA Bettencourt
Collective action and group formation are fundamental behaviors among both organisms cooperating to maximize their fitness, and people forming socioeconomic organizations. Research…
cond-mat.soft2019
Precision measurement of tribocharging in acoustically levitated sub-millimeter grains
Adam G. Kline, Melody Xuan Lim, Heinrich M. Jaeger
Contact electrification of dielectric grains forms the basis for a myriad of physical phenomena. However, even the basic aspects of collisional charging between grains are still un…