Nguyen Anh Khoa Doan

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Spatiotemporal Features

Echo State Networks

Image Encryption Algorithm

Top Venues

J. Comput. Sci.

Publications

Nguyen Anh Khoa Doan, Alberto Racca, Luca Magri
Convolutional autoencoder for the spatiotemporal latent representation of turbulence. CoRR (2023)
Urszula Golyska, Nguyen Anh Khoa Doan
Clustering-based Identification of Precursors of Extreme Events in Chaotic Systems. CoRR (2023)
Nguyen Anh Khoa Doan, Alberto Racca, Luca Magri
Convolutional Autoencoder for the Spatiotemporal Latent Representation of Turbulence. ICCS (4) (2023)
Urszula Golyska, Nguyen Anh Khoa Doan
Clustering-Based Identification of Precursors of Extreme Events in Chaotic Systems. ICCS (4) (2023)
Alberto Racca, Nguyen Anh Khoa Doan, Luca Magri
Modelling spatiotemporal turbulent dynamics with the convolutional autoencoder echo state network. CoRR (2022)
Luca Magri, Nguyen Anh Khoa Doan
On interpretability and proper latent decomposition of autoencoders. CoRR (2022)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Short- and long-term prediction of a chaotic flow: A physics-constrained reservoir computing approach. CoRR (2021)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Auto-Encoded Reservoir Computing for Turbulence Learning. ICCS (5) (2021)
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)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Physics-informed echo state networks. J. Comput. Sci. 47 (2020)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach. CoRR (2020)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Auto-Encoded Reservoir Computing for Turbulence Learning. CoRR (2020)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Physics-Informed Echo State Networks. CoRR (2020)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Physics-Informed Echo State Networks for Chaotic Systems Forecasting. ICCS (4) (2019)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
A physics-aware machine to predict extreme events in turbulence. CoRR (2019)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Physics-Informed Echo State Networks for Chaotic Systems Forecasting. CoRR (2019)