16 citations
2 papers
math-ph2017★ 13 cited
Theoretical investigations of an information geometric approach to complexity
Sean Alan Ali, Carlo Cafaro
It is known that statistical model selection as well as identification of dynamical equations from available data are both very challenging tasks. Physical systems behave according…
cond-mat.stat-mech2016★ 16 cited
Maximum Caliber Inference and the Stochastic Ising Model
Carlo Cafaro, Sean Alan Ali
We investigate the maximum caliber variational principle as an inference algorithm used to predict dynamical properties of complex nonequilibrium, stationary, statistical systems i…