| dc.contributor.author | Lykkegaard, M | |
| dc.contributor.author | Dodwell, T | |
| dc.date.accessioned | 2022-04-28T06:25:45Z | |
| dc.date.issued | 2022-04-28 | |
| dc.date.updated | 2022-04-27T09:27:21Z | |
| dc.description.abstract | This is the code used for the Lykkegaard & Dodwell (2022) article "Where to Drill Next? A Dual-Weighted Approach to Adaptive Optimal Design of Groundwater Surveys". | en_GB |
| dc.description.sponsorship | Engineering and Physical Sciences Research Council (EPSRC) | en_GB |
| dc.description.sponsorship | Alan Turing Institute | en_GB |
| dc.identifier.grantnumber | EP/L016214/1 | en_GB |
| dc.identifier.grantnumber | 2TAFFP\100007 | en_GB |
| dc.identifier.uri | http://hdl.handle.net/10871/129475 | |
| dc.identifier | ORCID: 0000-0002-0932-9668 (Lykkegaard, Mikkel) | |
| dc.language.iso | en | en_GB |
| dc.publisher | University of Exeter | en_GB |
| dc.rights | GNU General Public Licence 3.0 | en_GB |
| dc.title | Code to reproduce results from "Where to Drill Next? A Dual-Weighted Approach to Adaptive Optimal Design of Groundwater Surveys" | en_GB |
| dc.type | Software | en_GB |
| dc.date.available | 2022-04-28T06:25:45Z | |
| dc.description | Python code which sets up a synthetic groundwater flow example, extracts data from 8 random locations and then runs an MCMC sampler to quantify the uncertainty. After completing the initial run, it will choose 8 additional sampling locations based on the "Vanilla" and "Dual-Weighted" criteria described in the paper.
The script is set up to work in batches because of memory constraints. Each run of the code will repeat the procedure described above 5 times and save the results in the "results" folder. The batch number (0-5) must be given as a command line argument:
"python3 run_batch.py <batch_number>" | en_GB |
| dc.rights.uri | https://choosealicense.com/licenses/gpl-3.0 | en_GB |
| rioxxterms.version | NA | en_GB |
| rioxxterms.licenseref.startdate | 2022-04-28 | |
| rioxxterms.type | Other | en_GB |
| refterms.dateFOA | 2022-04-28T06:29:46Z | |
