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cond-mat.stat-mech2024
A Principled Basis for Nonequilibrium Network Flows
Ying-Jen Yang, Ken A. Dill
The great power of EQuilibrium (EQ) statistical physics comes from its principled foundations: its First Law (conservation), Second Law (variational tendency principle), and its Le…
cond-mat.stat-mech2024
Deriving the Forces of Nonequilibria from Two Laws
Ying-Jen Yang, Ken A. Dill
Non-EQuilibrium (NEQ) statistical physics has not had the same general foundation as that of EQuilibrium (EQ) statistical physics, where forces are derived from potentials such as…
q-bio.NC2024
Maximum Caliber Infers Effective Coupling and Response from Spiking Networks
Kevin S. Chen, Ying-Jen Yang
The characterization of network and biophysical properties from neural spiking activity is an important goal in neuroscience. A framework that provides unbiased inference on causal…