A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
InTheMed D3.2 Report on Surrogate Models in the Case Studies
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. ; This project is part of the PRIMA Programme supported by the European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No 1923.
InTheMed D3.2 Report on Surrogate Models in the Case Studies
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. ; This project is part of the PRIMA Programme supported by the European Union's Horizon 2020 Research and Innovation Programme under Grant Agreement No 1923.
InTheMed D3.2 Report on Surrogate Models in the Case Studies
Todaro, Valeria (author) / Secci, Daniele (author) / D'Oria, Marco (author) / Tanda, Maria Giovanna (author) / Zanini, Andrea (author) / Uribe Asarta, Janire / Gómez-Hernández, J. Jaime / Almeida De Godoy, Vanessa / Yoloğlu, Onur Cem / Copty, Nadim K.
2023-02-24
oai:zenodo.org:7674923
Paper
Electronic Resource
English
DDC:
690
LiftWEC Deliverable D3.2: Preliminary assessment of computational capability report
| BASE | 2020
Integration of New and Emerging Technologies into Data Architectures : Deliverable D3.2
| BASE | 2023