Concepedia

Author

Alexander Wikner

University of Maryland, College ParkORCID

Also Known As

Alex Wikner, Alexander Wikner, Wikner, Alex, Wikner, Alexander

17

Publications

321

Citations

7

H-Index

28

Concepts

All Affiliations

University of Maryland, College ParkTexas A&M University
AW

About

Alexander Wikner is an author at University of Maryland, College Park specializing in machine learning, forecasting, and data science.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

6

6

296

2

Data Science

6

6

296

3

Climate Sciences

2

2

213

4

Computer Science

2

2

49

5

Geography

1

1

24

Alexander Wikner

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6

Publications

296

Citations

6

H-Index

YearCitations

A Machine Learning‐Based Global Atmospheric Forecast Model

Troy Arcomano, Istvan Szunyogh, Jaideep Pathak,

Geophysical Research Letters

2020

155

A Hybrid Approach to Atmospheric Modeling That Combines Machine Learning With a Physics‐Based Numerical Model

Troy Arcomano, Istvan Szunyogh, Alexander Wikner,

Journal of Advances in Modeling Earth Systems

2022

58

Data-informed reservoir computing for efficient time-series prediction

Felix Köster, Dhruvit Patel, Alexander Wikner,

Chaos An Interdisciplinary Journal of Nonlinear Science

2023

30

A Hybrid Atmospheric Model Incorporating Machine Learning Can Capture Dynamical Processes Not Captured by Its Physics‐Based Component

Troy Arcomano, Istvan Szunyogh, Alexander Wikner,

Geophysical Research Letters

2023

24

Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing

Alexander Wikner, Joseph E. Harvey, Michelle Girvan,

Neural Networks

2023

19

A Machine-Learning-Based Global Atmospheric Forecast Model

Istvan Szunyogh, Troy Arcomano, Jaideep Pathak,

2020

10

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