Spectral Representation and Reduced Order Modeling of the Dynamics of Stochastic Reaction Networks via Adaptive Data Partitioning

DOI10.1137/090747932zbMath1206.60043OpenAlexW1967914875MaRDI QIDQ3066210

Habib N. Najm, Bert J. Debusschere, Olivier P. Le Maître, Khachik V. Sargsyan

Publication date: 10 January 2011

Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/090747932

zbMATH Keywords

stochastic reaction networkspolynomial chaosKarhunen-Loéve decompositionRosenblatt transformation

Mathematics Subject Classification ID

Density estimation (62G07) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Probabilistic models, generic numerical methods in probability and statistics (65C20) Signal detection and filtering (aspects of stochastic processes) (60G35) Orthogonal polynomials and functions of hypergeometric type (Jacobi, Laguerre, Hermite, Askey scheme, etc.) (33C45)

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