Alexander Wikner
Orcid: 0000-0001-7575-3953
According to our database1,
Alexander Wikner
authored at least 7 papers
between 2018 and 2024.
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Bibliography
2024
Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing.
Neural Networks, 2024
2023
Combining Physics-based Modeling, Machine Learning, and Data Assimilation for Forecasting Large, Complex, Spatiotemporally Chaotic Systems.
PhD thesis, 2023
2022
Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired Regularization.
CoRR, 2022
2021
Using Data Assimilation to Train a Hybrid Forecast System that Combines Machine-Learning and Knowledge-Based Components.
CoRR, 2021
2020
Combining Machine Learning with Knowledge-Based Modeling for Scalable Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal Systems.
CoRR, 2020
2018
Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model.
CoRR, 2018