A. W. Heemink

A. W. Heemink

Technische Universiteit Delft

H-index: 36

Europe-Netherlands

About A. W. Heemink

A. W. Heemink, With an exceptional h-index of 36 and a recent h-index of 23 (since 2020), a distinguished researcher at Technische Universiteit Delft, specializes in the field of Data assimilation, Inverse modelling, Stochastic Differential Equations.

His recent articles reflect a diverse array of research interests and contributions to the field:

Design and Implementation of a Low-Cost Air Quality Network for the Aburra Valley Surrounding Mountains

Improving Air Pollution Modelling in Complex Terrain with a Coupled WRF–LOTOS–EUROS Approach: A Case Study in Aburrá Valley, Colombia

Prediction of the Magnetic State of Ferromagnetic Objects by Assimilating Data into a Physical Model

The Mathematics of Marine Modelling

Lagrangian Modelling of Transport Phenomena Using Stochastic Differential Equations

Surrogate-assisted inversion for large-scale history matching: Comparative study between projection-based reduced-order modeling and deep neural network

The Mathematics of Marine Modelling: Water, Solute and Particle Dynamics in Estuaries and Shallow Seas

A Robust Ensemble-based Data Assimilation Method using Shrinkage Estimator and Adaptive Inflation

A. W. Heemink Information

University

Position

___

Citations(all)

5061

Citations(since 2020)

1748

Cited By

4093

hIndex(all)

36

hIndex(since 2020)

23

i10Index(all)

95

i10Index(since 2020)

44

Email

University Profile Page

Technische Universiteit Delft

Google Scholar

View Google Scholar Profile

A. W. Heemink Skills & Research Interests

Data assimilation

Inverse modelling

Stochastic Differential Equations

Top articles of A. W. Heemink

Title

Journal

Author(s)

Publication Date

Design and Implementation of a Low-Cost Air Quality Network for the Aburra Valley Surrounding Mountains

Pollutants

Andrés Yarce Botero

Santiago Lopez Restrepo

Juan Sebastian Rodriguez

Diego Valle

Julian Galvez-Serna

...

2023/3/1

Improving Air Pollution Modelling in Complex Terrain with a Coupled WRF–LOTOS–EUROS Approach: A Case Study in Aburrá Valley, Colombia

Atmosphere

Jhon E Hinestroza-Ramirez

Santiago Lopez-Restrepo

Andrés Yarce Botero

Arjo Segers

Angela M Rendon-Perez

...

2023/4/19

Prediction of the Magnetic State of Ferromagnetic Objects by Assimilating Data into a Physical Model

IEEE Transactions on Magnetics

Aad Vijn

Bart Jan Peet

Marianne Schaaphok

Eugene Lepelaars

Arnold Heemink

2022/1/27

The Mathematics of Marine Modelling

The Mathematics of Marine Modelling. Series: Mathematics of Planet Earth

Henk Schuttelaars

Arnold Heemink

Eric Deleersnijder

2022

Lagrangian Modelling of Transport Phenomena Using Stochastic Differential Equations

Arnold Heemink

Eric Deleersnijder

Syed Hyder Ali Muttaqi Shah

Ulf Gräwe

2022/12/1

Surrogate-assisted inversion for large-scale history matching: Comparative study between projection-based reduced-order modeling and deep neural network

Journal of Petroleum Science and Engineering

Cong Xiao

Hai-Xiang Lin

Olwijn Leeuwenburgh

Arnold Heemink

2022/1/1

The Mathematics of Marine Modelling: Water, Solute and Particle Dynamics in Estuaries and Shallow Seas

Henk Schuttelaars

Arnold Heemink

Eric Deleersnijder

2022/11/30

A Robust Ensemble-based Data Assimilation Method using Shrinkage Estimator and Adaptive Inflation

Authorea Preprints

Santiago Lopez-Restrepo

Elias David Nino Ruiz

Andres Yarce Botero

Luis G Guzman-Reyes

O Lucia Quintero Montoya

...

2022/11/26

A Knowledge-Aided Robust Ensemble Kalman Filter Algorithm for Non-Linear and Non-Gaussian Large Systems

Frontiers in Applied Mathematics and Statistics

Santiago Lopez-Restrepo

Andres Yarce

Nicolás Pinel

Olga Lucía Quintero

Arjo Segers

...

2022/3/9

Position correction in dust storm forecasting using LOTOS-EUROS v2. 1: grid-distorted data assimilation v1. 0

Geoscientific Model Development

Jianbing Jin

Arjo Segers

Hai Xiang Lin

Bas Henzing

Xiaohui Wang

...

2021/9/10

Determination of vulnerability areas from the simulated deposition of atmospheric pollutants using LOTOS-EUROS chemical transport model in North-West South-America

Andrés Yarce Botero

Santiago Lopez-Restrepo

Arjo Segers

O Lucia Quintero

Arnold W Heemink

...

2021/1/6

Data Assimilation as a Tool to Improve Chemical Transport Models Performance in Developing Countries

Santiago Lopez-Restrepo

Andrés Yarce Botero

Olga Lucia Quintero

Nicolás Pinel

Jhon Edinson Hinestroza

...

2021/6/18

Efficient estimation of space varying parameters in numerical models using non-intrusive subdomain reduced order modeling

Journal of Computational Physics

Cong Xiao

Olwijn Leeuwenburgh

Hai Xiang Lin

Arnold Heemink

2021/1/1

An efficient ensemble Kalman Filter implementation via shrinkage covariance matrix estimation: exploiting prior knowledge

Computational Geosciences

Santiago Lopez-Restrepo

Elias D Nino-Ruiz

Luis G Guzman-Reyes

Andres Yarce

OL Quintero

...

2021/6

Medellin Air Quality Initiative (MAUI)

Environmental Sustainability: Preparing for Tomorrow; IntechOpen: London, UK

Andres Yarce Botero

Olga Lucia Quintero Montoya

Santiago Lopez-Restrepo

Nicolás Pinel

Jhon Edinson Hinestroza

...

2021/5/24

Estimating NOx LOTOS-EUROS CTM Emission Parameters over the Northwest of South America through 4DEnVar TROPOMI NO2 Assimilation

Atmosphere

Andrés Yarce Botero

Santiago Lopez-Restrepo

Nicolás Pinel Peláez

Olga L Quintero

Arjo Segers

...

2021/12/7

Conditioning of deep-learning surrogate models to image data with application to reservoir characterization

Knowledge-Based Systems

Cong Xiao

Olwijn Leeuwenburgh

Hai-Xiang Lin

Arnold Heemink

2021/5/23

Spatial and time warping for gauge adjustment of rainfall estimates

Atmosphere

Camille Le Coz

Arnold Heemink

Martin Verlaan

Nick van de Giesen

2021/11

Urban air quality modeling using low-cost sensor network and data assimilation in the aburrá valley, colombia

Atmosphere

Santiago Lopez-Restrepo

Andres Yarce

Nicolás Pinel

O Lucia Quintero

Arjo Segers

...

2021/1/8

Efficient Deep-Learning Inversion for Big-Data Assimilation: Application to Seismic History Matching

Cong Xiao

Olwijn Leeuwenburgh

Hai Xiang Lin

Arnold Heemink

2020

See List of Professors in A. W. Heemink University(Technische Universiteit Delft)

Co-Authors

H-index: 52
Eric Deleersnijder

Eric Deleersnijder

Université Catholique de Louvain

H-index: 41
Jan Dirk Jansen

Jan Dirk Jansen

Technische Universiteit Delft

H-index: 28
Martin Verlaan

Martin Verlaan

Technische Universiteit Delft

H-index: 22
Hai Xiang Lin

Hai Xiang Lin

Technische Universiteit Delft

H-index: 14
M. Umer Altaf

M. Umer Altaf

King Abdullah University of Science and Technology

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