579 citations · 4.8k across the 165 of their papers we have counts for
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Modes of Information Flow in Collective Cohesion
Sulimon Sattari, Udoy S. Basak, Ryan G. James +2
Pairwise interactions between individuals are taken as fundamental drivers of collective behavior responsible for group cohesion and decision-making. While an individual directly i…
Refining Landauer's Stack: Balancing Error and Dissipation When Erasing Information
Gregory W. Wimsatt, Alexander B. Boyd, Paul M. Riechers +1
Nonequilibrium information thermodynamics determines the minimum energy dissipation to reliably erase memory under time-symmetric control protocols. We demonstrate that its bounds…
Discovering Causal Structure with Reproducing-Kernel Hilbert Space -Machines
Nicolas Brodu, James P. Crutchfield
We merge computational mechanics' definition of causal states (predictively-equivalent histories) with reproducing-kernel Hilbert space (RKHS) representation inference. The result…
Spacetime Autoencoders Using Local Causal States
Adam Rupe, James P. Crutchfield
Local causal states are latent representations that capture organized pattern and structure in complex spatiotemporal systems. We expand their functionality, framing them as spacet…
Non-Markovian Momentum Computing: Universal and Efficient
Kyle J. Ray, Gregory W. Wimsatt, Alexander B. Boyd +1
All computation is physically embedded. Reflecting this, a growing body of results embraces rate equations as the underlying mechanics of thermodynamic computation and biological i…
Szilard Engines as Quantum Thermodynamical Systems
Maryam Ashrafi, Kyle J. Ray, Fabio Anza +1
We analyze an engine whose working fluid consists of a single quantum particle, paralleling Szilard's construction of a classical single-particle engine. Following his resolution o…