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Applied Stochastic Analysis (Graduate Studies in Mathematics) (2019)

by Weinan E, Tiejun Li (Author), Eric Vanden-Eijnden (Author)

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Fundamentals: Random variables; Limit theorems; Markov chains; Monte Carlo methods; Stochastic processes; Wiener process; Stochastic differential equations; Fokker-Planck equation; Advanced topics: Path integral; Random fields; Introduction to statistical mechanics; Rare events; Introduction to chemical reaction kinetics; Appendix; Bibliography; Index.… (more)
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Author nameRoleType of authorWork?Status
E, WeinanAuthorprimary authorall editionsconfirmed
Li, TiejunAuthormain authorall editionsconfirmed
Vanden-Eijnden, EricAuthormain authorall editionsconfirmed
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Fundamentals: Random variables; Limit theorems; Markov chains; Monte Carlo methods; Stochastic processes; Wiener process; Stochastic differential equations; Fokker-Planck equation; Advanced topics: Path integral; Random fields; Introduction to statistical mechanics; Rare events; Introduction to chemical reaction kinetics; Appendix; Bibliography; Index.
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519.2 — Natural sciences and mathematics › Mathematics › Applied Mathematics, Probabilities › Probabilities

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