Paul Muñoz

Vrije Universiteit Brussel

Belgium

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Articles (10)

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

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2024

Year:

2023

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2021

Year:

2021

Year:

2021

Collaborators (4)

Wim Thiery

Professor at Vrije Universiteit Brussel

Vrije Universiteit Brussel

BELGIUM

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Steven Johan De Hertog

Vrije Universiteit Brussel

BELGIUM

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Jennifer Irish

Professor

Virginia Polytechnic Institute and State University

UNITED STATES

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David Fernando Muñoz Pauta

Assistant Professor

Virginia Tech

UNITED STATES

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Paul Muñoz

Research Interests

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Articles (10)

Predicting the Evolution of Extreme Water Levels With Long Short‐Term Memory Station‐Based Approximated Models and Transfer Learning Techniques

Reducing Latency in Satellite-Based Precipitation Estimates Using GOES-16 and Machine Learning

Impacts of irrigation expansion on moist-heat stress based on IRRMIP results

Advancing timely satellite precipitation for IMERG-ER using GOES-16 data and a U-net convolutional neural network modelling approach

Enhancing runoff forecasting through the integration of satellite precipitation data and hydrological knowledge into machine learning models

Enhancing Peak Runoff Forecasting through Feature Engineering Applied to X-Band Radar Data

Near-real-time satellite precipitation data ingestion into peak runoff forecasting models

From local to regional compound flood mapping with deep learning and data fusion techniques

Flood Early Warning Systems Using Machine Learning Techniques: The Case of the Tomebamba Catchment at the Southern Andes of Ecuador

Influence of Random Forest Hyperparameterization on Short-Term Runoff Forecasting in an Andean Mountain Catchment

Collaborators (4)

Wim Thiery

Steven Johan De Hertog

Jennifer Irish

David Fernando Muñoz Pauta

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