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PARAMETER AND UNCERTAINTY ESTIMATION FOR DYNAMICAL SYSTEMS USING SURROGATE STOCHASTIC PROCESSES

Inference on unknown quantities in dynamical systems via observational data is essential for providing meaningful insight, furnishing accurate predictions, enabling robust control, and establishing appropriate designs for future experiments. Merging mathematical theory with empirical measurements in...

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Bibliografske podrobnosti
izdano v:SIAM J Sci Comput
Main Authors: CHUNG, MATTHIAS, BINOIS, MICKAËL, GRAMACY, ROBERT B., BARDSLEY, JOHNATHAN M., MOQUIN, DAVID J., SMITH, AMANDA P., SMITH, AMBER M.
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6867882/
https://ncbi.nlm.nih.gov/pubmed/31749599
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/18M1213403
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