3 papers
cond-mat.stat-mech2026
Optimal parameterization of nonequilibrium generalized master equations from discrete-time experimental data
Chih-Wei Joshua Liu, Jérémie Klinger, Grant M. Rotskoff
Kinetic analyses of experiments often require coarse-grained descriptions, but complex systems rarely conform to the widely used modeling assumptions of Markovianity and thermodyna…
cond-mat.soft2025
Topological flowscape reveals state transitions in nonreciprocal living matter
Hyunseok Lee, EliseAnne Koskelo, Shreyas Gokhale +7
Nonreciprocal interactions -- where forces between entities are asymmetric -- govern a wide range of nonequilibrium phenomena, yet their role in structural transitions in living an…
cond-mat.stat-mech2023
Measuring irreversibility from learned representations of biological patterns
Junang Li, Chih-Wei Joshua Liu, Michal Szurek +1
Thermodynamic irreversibility is a crucial property of living matter. Irreversible processes maintain spatiotemporally complex structures and functions characteristic of living sys…