Conference proceeding
Computational aspects of data assimilation for aerosol dynamics
COMPUTATIONAL SCIENCE - ICCS 2004, PT 3, PROCEEDINGS, Vol.3038, pp.709-716
2004
Abstract
In this paper we discuss the algorithmic tools needed for data assimilation for aerosol dynamics. Continuous and discrete adjoints of the aerosol dynamic equation are considered, as well as sensitivity coefficients with respect to the coagulation kernel, the growth rate, and emission and deposition coefficients. Numerical experiments performed in the twin experiment framework for a single component model problem show that initial distributions and the dynamic parameters can be recovered from time series of observations of particle size distributions.
Details
- Title: Subtitle
- Computational aspects of data assimilation for aerosol dynamics
- Creators
- A SanduW LiaoG R CarmichaelD HenzeJ H SeinfeldT ChaiD Daescu
- Contributors
- J J Dongarra (Editor)
- Resource Type
- Conference proceeding
- Publication Details
- COMPUTATIONAL SCIENCE - ICCS 2004, PT 3, PROCEEDINGS, Vol.3038, pp.709-716
- Language
- English
- Date published
- 2004
- Academic Unit
- Chemical and Biochemical Engineering; Civil and Environmental Engineering; Nursing
- Record Identifier
- 9984231961302771
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