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math-ph2012
Flow Decomposition Reveals Dynamical Structure of Markov Process
Jianghong Shi, Tianqi Chen, Bo Yuan +1
Markov process is widely applied in almost all aspects of literature, especially important for understanding non-equilibrium processes. We introduce a decomposition to general Mark…
math-ph2011★ 42 cited
Relation of a New Interpretation of Stochastic Differential Equations to Ito Process
Jianghong Shi, Tianqi Chen, Ruoshi Yuan +2
Stochastic differential equations (SDE) are widely used in modeling stochastic dynamics in literature. However, SDE alone is not enough to determine a unique process. A specified i…