Concepedia

Alden Keefe Sampson

AK

11

Publications

2.2K

Citations

11

H-Index

2019

Active since

Affiliations

Johannes Kepler University of Linz(Current)

Natel Energy (United States)

Geological Survey of Alabama

University of Alabama

Google (United States)

Alden Keefe Sampson is an author at Johannes Kepler University of Linz specializing in engineering, hydrology, and data science.

Top concepts

HydrologyEngineeringData ScienceHydrological ModelingMachine LearningHydrological PredictionGeographyDeep LearningEarth ScienceWater Resources

Publications per year

2019–2022

11

Publications

11

Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning

Frederik Kratzert, Daniel Klotz, Mathew Herrnegger et al. · Water Resources Research · 2019 · 908 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +21

What Role Does Hydrological Science Play in the Age of Machine Learning?

Grey Nearing, Frederik Kratzert, Alden Keefe Sampson et al. · Water Resources Research · 2020 · 697 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +17

Uncertainty estimation with deep learning for rainfall–runoff modeling

Daniel Klotz, Frederik Kratzert, Martin Gauch et al. · Hydrology and earth system sciences · 2022 · 201 citations · Full text

Convolutional Neural Network, Hydrological Prediction, Engineering +12

What Role Does Hydrological Science Play in the Age of Machine Learning?

Grey Nearing, Frederik Kratzert, Alden Keefe Sampson et al. · 2020 · 160 citations · Full text

Hydrological Science, Engineering, Machine Learning +11

Uncertainty Estimation with Deep Learning for Rainfall-Runoff Modelling

Daniel Klotz, Frederik Kratzert, Martin Gauch et al. · 2020 · 52 citations · Full text

Convolutional Neural Network, Hydrological Prediction, Engineering +12

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