Forward and Adjoint Sensitivity Analysis
| Authors: | |
|---|---|
| Owners: | Roseanna M. Neupauer |
| Type: | Resource |
| Storage: | The size of this resource is 747.5 KB |
| Created: | May 14, 2023 at 3:50 p.m. |
| Last updated: | Jun 20, 2023 at 12:29 p.m. (Metadata update) |
| Published date: | Jun 20, 2023 at 12:29 p.m. |
| DOI: | 10.4211/hs.030bdfa103b543c28f3ebdf9abb2da6e |
| Citation: | See how to cite this resource |
| Sharing Status: | Published |
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| Views: | 1049 |
| Downloads: | 14 |
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Abstract
Sensitivity analysis requires the calculation of the sensitivity of a performance measure of model output to a model input. This repository contains two jupyter notebooks demonstrating the calculation of forward (using Green's functions) and adjoint sensitivities. Both examples are presented in
Neupauer, R.M., C. Turnadge, and J. Okkonen, Forward and adjoint modeling of sensitivities to periodic forcings in groundwater flow and transport, Mathematical Geosciences, http://dx.doi.org/10.1007/s11004-023-10074-w, 2023
Case 1 is a periodic thermal loading in a one-dimensional, homogeneous aquifer. Case 2 is stream depletion in a two-dimensional homogeneous aquifer.
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How to Cite
Neupauer, R., C. Turnadge, J. Okkonen (2023). Forward and Adjoint Sensitivity Analysis, HydroShare, https://doi.org/10.4211/hs.030bdfa103b543c28f3ebdf9abb2da6e
This resource is shared under the Creative Commons Attribution CC BY.
http://creativecommons.org/licenses/by/4.0/
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