Concepedia

Alexander Wikner

AW

Statistics

Publications

6

Citations

318

H-Index

6

Active since

2020

Affiliations

University of Maryland, College Park(Current)

Texas A&M University

Alexander Wikner is an author at University of Maryland, College Park specializing in machine learning, machine learning forecasting models, and climate modeling.

ORCID

Publications per year

2020–2023

6

Publications

6

A Machine Learning‐Based Global Atmospheric Forecast Model

Troy Arcomano, Istvan Szunyogh, Jaideep Pathak et al. · Geophysical Research Letters · 2020 · 165 citations · Full text

, , +11

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

Troy Arcomano, Istvan Szunyogh, Alexander Wikner et al. · Journal of Advances in Modeling Earth Systems · 2022 · 64 citations · Full text

, , +13

Data-informed reservoir computing for efficient time-series prediction

Felix Köster, Dhruvit Patel, Alexander Wikner et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2023 · 32 citations · Full text

, , +16

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

Troy Arcomano, Istvan Szunyogh, Alexander Wikner et al. · Geophysical Research Letters · 2023 · 24 citations · Full text

, , +12

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

Alexander Wikner, Joseph E. Harvey, Michelle Girvan et al. · Neural Networks · 2023 · 23 citations · Full text

, , +16

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