Foto del docente

Valentina Ciriello

Associate Professor

Department of Civil, Chemical, Environmental, and Materials Engineering

Academic discipline: CEAR-01/A Hydraulics

Research

Keywords: groundwater hydraulics porous media management of water withdrawals urban water system reduction of water losses water saving in agriculture water-energy nexus geothermal energy biomedical applications surrogate models response surface method design optimization risk analysis global sensitivity analysis machine learning polynomial chaos expansion dynamic mode decomposition transfer learning

Reduced-order models. Response surface methods (Polynomial Chaos Expansion); Dynamic Mode Decomposition; Machine Learning; Transfer learning; Multi-fidelity data.

Uncertainty quantification. Risk analysis; Global sensitivity analysis.

Flow and transport processes. Flow and transport in porous and fractured media; Groundwater hydrology; Seawater intrusion; Nitrate contamination; Multiphase flow; Complex rheology.

Water-Energy-Agriculture Nexus. Strategies to increase sustainability of freshwater withdrawals; optimization of water supply in agriculture. Energy and environmental efficiency of urban water systems; Reduction of water losses in the water supply network; Geothermal energy; Hydropower; satellite data.

Biomedical applications. CFD and meta-modeling to predict cardiovascular diseases.

 

 

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