3 papers
cs.IT2026
The Geometry of Statistical Data and Information: A Large Deviation Perspective
Viswa Virinchi Muppirala, Hong Qian
The manifold of empirical mean values of statistical data ad infinitum has a geometric shape that depends on the probability measure that governs the generating model. Large deviat…
cond-mat.stat-mech2025
Neo-Gibbsian Statistical Energetics with Applications to Nonequilibrium Cells
Bing Miao, Hong Qian, Yong-Shi Wu
Generalization through novel interpretations of the inner logic of the century-old Gibbs' statistical thermodynamics is presented: i) Identifying as classical energetics…
cond-mat.stat-mech2025
Emergence of Newtonian Deterministic Causality from Stochastic Motions in Continuous Space and Time
Bing Miao, Hong Qian, Yong-Shi Wu
Since Newton's time, deterministic causality has been considered a crucial prerequisite in any fundamental theory in physics. In contrast, the present work investigates stochastic…