A surrogate model for simulation-optimization of aquifer systems subjected to seawater intrusion
- Submitting institution
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University of Exeter
- Unit of assessment
- 12 - Engineering
- Output identifier
- 1881
- Type
- D - Journal article
- DOI
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10.1016/j.jhydrol.2015.01.079
- Title of journal
- Journal of Hydrology
- Article number
- -
- First page
- 542
- Volume
- 523
- Issue
- -
- ISSN
- 0022-1694
- Open access status
- Out of scope for open access requirements
- Month of publication
- February
- Year of publication
- 2015
- URL
-
-
- Supplementary information
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-
- Request cross-referral to
- -
- Output has been delayed by COVID-19
- No
- COVID-19 affected output statement
- -
- Forensic science
- No
- Criminology
- No
- Interdisciplinary
- No
- Number of additional authors
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3
- Research group(s)
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B - Civil and Structures
- Proposed double-weighted
- No
- Reserve for an output with double weighting
- No
- Additional information
- In this paper a new data-mining technique is introduced as a surrogate model for expensive finite element simulations of complex aquifer systems subjected to seawater intrusion. The proposed method significantly reduces the computational time. The work was presented at the Midland Geotechnical Society lecture (2016) and keynote (Taiwan, 2018) and invited lectures (Tongji and Shanghai Maritime Universities, 2018). This work formed the basis for international collaborations with partners from Taiwan and the Middle East , funded by the Royal Society (IE161191) and British Council (RCGS272). This work has been adopted by a research Group at James Cook University, Australia (bithin.datta@jcu.edu.au).
- Author contribution statement
- -
- Non-English
- No
- English abstract
- -