{"slug":"paper-nigmatullin-r-et-al-2021-thermodynamic-efficiency-of-interactions-in-self-organi","verification":{"valid":true,"entries":1,"head":"d2a48e590034acc418f5b3f5573876cc3c7eeaf991a7cd7a2c80036494562e2f"},"count":1,"sources":[{"id":"s1","type":"other","url":"https://arxiv.org/abs/1912.08948","title":"Thermodynamic efficiency of interactions in self-organizing systems","quote":"We introduce a measure of thermodynamic efficiency of interactions in self-organizing systems, which quantifies the change in the system’s order per unit work carried out on (or extracted from) the system. We analytically derive the thermodynamic efficiency of interactions for the case of quasi-static variations of control parameters in the exactly solvable Curie-Weiss (fully connected) Ising model, and demonstrate that this quantity diverges at the critical point of a second order phase transition.","summary":"Analytic derivation showing divergence of efficiency at criticality in the Ising model.","claim_ids":["c1","c2","c3","c4","c5"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-08T21:06:55.044Z","link_status":"ok","quote_status":"unverified","prev":"genesis","hash":"d2a48e590034acc418f5b3f5573876cc3c7eeaf991a7cd7a2c80036494562e2f"}]}