Nguyen Anh Khoa Doan

17 papers Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Cluster-Based Reduced-Order Modelling and Control for Chaotic Systems with Extreme Events.
ICCS (Workshops 4)
Yuxuan Yang, Nguyen Anh Khoa Doan
2023 — conf
Clustering-Based Identification of Precursors of Extreme Events in Chaotic Systems.
ICCS (4)
Urszula Golyska, Nguyen Anh Khoa Doan
2023 J jnl
Clustering-based Identification of Precursors of Extreme Events in Chaotic Systems.
CoRR
Urszula Golyska, Nguyen Anh Khoa Doan
2023 — conf
Convolutional Autoencoder for the Spatiotemporal Latent Representation of Turbulence.
ICCS (4)
Nguyen Anh Khoa Doan, Alberto Racca, Luca Magri
2023 J jnl
Convolutional autoencoder for the spatiotemporal latent representation of turbulence.
CoRR
Nguyen Anh Khoa Doan, Alberto Racca, Luca Magri
2022 J jnl
Modelling spatiotemporal turbulent dynamics with the convolutional autoencoder echo state network.
CoRR
Alberto Racca, Nguyen Anh Khoa Doan, Luca Magri
2022 J jnl
On interpretability and proper latent decomposition of autoencoders.
CoRR
Luca Magri, Nguyen Anh Khoa Doan
2021 — conf
Auto-Encoded Reservoir Computing for Turbulence Learning.
ICCS (5)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
2021 J jnl
Short- and long-term prediction of a chaotic flow: A physics-constrained reservoir computing approach.
CoRR
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
2020 J jnl
Auto-Encoded Reservoir Computing for Turbulence Learning.
CoRR
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
2020 — conf
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach.
ICCS (6)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
2020 J jnl
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach.
CoRR
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
2020 J jnl
Physics-Informed Echo State Networks.
CoRR
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
2020 J jnl
Physics-informed echo state networks.
J. Comput. Sci.
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
2019 J jnl
A physics-aware machine to predict extreme events in turbulence.
CoRR
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
2019 — conf
Physics-Informed Echo State Networks for Chaotic Systems Forecasting.
ICCS (4)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
2019 J jnl
Physics-Informed Echo State Networks for Chaotic Systems Forecasting.
CoRR
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri