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physics.data-an2026
Constrained surrogates for arbitrary families of continuous probability distributions
Jack Murdoch Moore, Eduardo G Altmann
Empirical regularities described by parametrized families of probability distributions can shape how complex systems are interpreted and explained. A recurring problem is to determ…
physics.soc-ph2026
Low-Dimensional Phase Diagram of Higher-Order Networked Systems
Jia-Jie Qin, Jack Murdoch Moore, Xiaozhu Zhang +1
Higher-order networks exhibit rich critical phenomena that cannot be captured by traditional pairwise models. Here, we develop an analytical dimension-reduction framework that maps…