{"total":1,"items":[{"citing_arxiv_id":"2608.01811","ref_index":14,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Universal Scaling of the Magnetocaloric Effect in 2D Ising Monolayers and Bilayer","primary_cat":"cond-mat.stat-mech","submitted_at":"2026-08-03T07:22:22+00:00","verdict":"CONDITIONAL","verdict_confidence":"MODERATE","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Monte Carlo simulations show that normalized magnetocaloric response functions collapse onto a single universal curve for square, honeycomb, and triangular Ising lattices in monolayer and bilayer forms.","context_count":1,"top_context_role":"background","top_context_polarity":"unclear","context_text":"Conde, Field dependence of the magnetocaloric effect in materials with a second order phase transition: A master curve for the magnetic entropy change, Applied Physics Letters 89 (22) (11 2006).doi:10.1063/1.2399361. [14] A. Arrott, J. E. Noakes, Approximate Equation of State For Nickel Near its Critical Temperature, Physical Review Letters 19 (14) (1967) 786-789.doi:10.1103/physrevlett.19.786. [15] J. Lyubina, M. D. Kuz'min, K. Nenkov, O. Gutfleisch, M. Richter, D. L. Schlagel, T. A. Lograsso, K. A. Gschnei- dner, Magnetic field dependence of the maximum magnetic entropy change, Physical Review B 83 (1) (1 2011). doi:10.1103/physrevb.83.012403. [16] X. Liu, E. Lv, X. Cui, H. Ge, F. Song, Z. Tian, G. Su, K. Zhao, J. Xiang, P. Sun, W. Li, ISing Supercriticality"}],"limit":50,"offset":0}