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ORCIDNguyen Anh Khoa Doan
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Journal Articles
- 2020
[j1]Nguyen Anh Khoa Doan
, Wolfgang Polifke, Luca Magri:
Physics-informed echo state networks. J. Comput. Sci. 47: 101237 (2020)
Conference and Workshop Papers
- 2023
- [c5]Urszula Golyska, Nguyen Anh Khoa Doan:
Clustering-Based Identification of Precursors of Extreme Events in Chaotic Systems. ICCS (4) 2023: 313-327 - [c4]Nguyen Anh Khoa Doan, Alberto Racca, Luca Magri:
Convolutional Autoencoder for the Spatiotemporal Latent Representation of Turbulence. ICCS (4) 2023: 328-335 - 2021
- [c3]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Auto-Encoded Reservoir Computing for Turbulence Learning. ICCS (5) 2021: 344-351 - 2020
- [c2]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach. ICCS (6) 2020: 117-123 - 2019
- [c1]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Physics-Informed Echo State Networks for Chaotic Systems Forecasting. ICCS (4) 2019: 192-198
Informal and Other Publications
- 2023
- [i10]Nguyen Anh Khoa Doan, Alberto Racca, Luca Magri:
Convolutional autoencoder for the spatiotemporal latent representation of turbulence. CoRR abs/2301.13728 (2023) - [i9]Urszula Golyska, Nguyen Anh Khoa Doan:
Clustering-based Identification of Precursors of Extreme Events in Chaotic Systems. CoRR abs/2306.16291 (2023) - 2022
- [i8]Luca Magri, Nguyen Anh Khoa Doan:
On interpretability and proper latent decomposition of autoencoders. CoRR abs/2211.08345 (2022) - [i7]Alberto Racca, Nguyen Anh Khoa Doan, Luca Magri:
Modelling spatiotemporal turbulent dynamics with the convolutional autoencoder echo state network. CoRR abs/2211.11379 (2022) - 2021
- [i6]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Short- and long-term prediction of a chaotic flow: A physics-constrained reservoir computing approach. CoRR abs/2102.07514 (2021) - 2020
- [i5]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach. CoRR abs/2001.02982 (2020) - [i4]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Physics-Informed Echo State Networks. CoRR abs/2011.02280 (2020) - [i3]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Auto-Encoded Reservoir Computing for Turbulence Learning. CoRR abs/2012.10968 (2020) - 2019
- [i2]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
Physics-Informed Echo State Networks for Chaotic Systems Forecasting. CoRR abs/1906.11122 (2019) - [i1]Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri:
A physics-aware machine to predict extreme events in turbulence. CoRR abs/1912.10994 (2019)
Coauthor Index
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