InTheMed D3.2 Report on Surrogate Models in the Case Studies
- 1. University of Parma
Contributors
Project leader:
Research groups:
-
Uribe Asarta, Janire1
-
Almeida De Godoy, Vanessa1
- Yoloğlu, Onur Cem2
-
Copty, Nadim K.2
-
Daloglu Cetinkaya, Irem2
-
Saysel, Ali Kerem2
-
Varouchakis, Emmanouil A.3
-
Karatzas, George P3
- Diakoparskevas, Paraskevas3
-
Anyfanti, Ioanna3
-
Azevedo, Leonardo4
- Lino Pereira, João4
-
Akrout, Hanene5
-
Mellah, Thuraya5
- Baccouche, Hatem5
- 1. Universitat Politècnica de València
- 2. Boğaziçi University
- 3. Technical University of Crete
- 4. Associacao do Instituto Superior Tecnico para a Investigaçao e Desenvolvimiento
- 5. Centre de Recherches et des Technologies des Eaux
Description
This deliverable summarizes the activities carried out in Task 3.2: “Training and Validation of the Models in the Case Studies”. The aim of the document is to outline the surrogate models implemented for each study case. Their evaluation and performance are discussed. Two types of smart models were developed: the first type is developed based on long-time historical data, the so-called data-driven models; the second one is built on the basis of available numerical model. For each pilot site, the objectives of the surrogate model, the description of the complete numerical model or available data, the description of the surrogate model and the evaluation of the performance are presented.
This document represents the evidence of compliance with Deliverable 3.2: Report on Surrogate Models in the Case Studies “Innovative and Sustainable Groundwater Management in the Mediterranean” Grant Agreement Number 1923 project.
Notes
Files
InTheMED_20230731_WP3_D3_2_V4.pdf
Files
(11.0 MB)
Name | Size | Download all |
---|---|---|
md5:a0ecb50f90b561eb30ab48bb149e5365
|
11.0 MB | Preview Download |