Concepedia

Alexander Garzón

AG

4

Publications

181

Citations

4

H-Index

2022

Active since

Affiliations

Delft University of Technology(Current)

Alexander Garzón is an author at Delft University of Technology specializing in data science, modeling and simulation, and water resources.

Top concepts

HydrologyEngineeringData ScienceWater ResourcesMachine LearningModeling And SimulationSimulationDeep LearningRobust ModelingUrban Hydrology

Publications per year

2022–2024

4

Publications

4

Machine Learning‐Based Surrogate Modeling for Urban Water Networks: Review and Future Research Directions

Alexander Garzón, Zoran Kapelan, Jeroen Langeveld et al. · Water Resources Research · 2022 · 135 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +18

Machine learning-based surrogate modelling for Urban Water Networks: Review and future research directions

Alexander Garzón, Zoran Kapelan, Jeroen Langeveld et al. · 2022 · 18 citations · Full text

Engineering, Machine Learning, Simulation Modelling +16

Assessing the performances and transferability of graph neural network metamodels for water distribution systems

Bulat Kerimov, Roberto Bentivoglio, Alexander Garzón et al. · Journal of Hydroinformatics · 2023 · 15 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +22

Transferable and data efficient metamodeling of storm water system nodal depths using auto-regressive graph neural networks

Alexander Garzón, Zoran Kapelan, Jeroen Langeveld et al. · Water Research · 2024 · 13 citations · Full text

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