Nguyen Anh Khoa Doan, Ph.D.
Technische Universiteit Delft
H-index: 17
Europe-Netherlands
Top articles of Nguyen Anh Khoa Doan, Ph.D.
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards Universal Parameterization: Using Variational Autoencoders to Parameterize Airfoils | Kilian Swannet Carmine Varriale Anh Khoa Doan | 2024 | |
Physical Quantities Reconstruction in Reacting Flows with Deep Learning | INTER-NOISE and NOISE-CON Congress and Conference Proceedings | Nilam Tathawadekar Camilo Silva Philip Sitte Nguyen Anh Khoa Doan | 2023/2/1 |
Numerical investigation of communicating turbulent boundary layers through porous media | INTER-NOISE and NOISE-CON Congress and Conference Proceedings | Thomas P Hunter Nguyen Anh Khoa Doan Francesco Avallone Daniele Ragni | 2023/11/30 |
Incomplete to complete multiphysics forecasting: a hybrid approach for learning unknown phenomena | Data-Centric Engineering | Nilam N Tathawadekar Nguyen Anh Khoa Doan Camilo F Silva Nils Thuerey | 2023/1 |
Control of reacting flows with hybrid differentiable/deep learning flow solver | Bulletin of the American Physical Society | Nilam Tathawadekar Camilo Silva Nils Thuerey Nguyen Anh Khoa Doan | 2023/11/19 |
Predicting turbulent dynamics with the convolutional autoencoder echo state network | Journal of Fluid Mechanics | Alberto Racca Nguyen Anh Khoa Doan Luca Magri | 2023/11 |
SGS Reaction rate modelling for MILD combustion based on machine-learning combustion mode classification: Development and a priori study | Proceedings of the Combustion Institute | Kherlen Jigjid Yuki Minamoto Nguyen Anh Khoa Doan Mamoru Tanahashi | 2023/1/1 |
Clustering-Based Identification of Precursors of Extreme Events in Chaotic Systems | Urszula Golyska Nguyen Anh Khoa Doan | 2023/6/26 | |
Convolutional autoencoder for the spatiotemporal latent representation of turbulence | Nguyen Anh Khoa Doan Alberto Racca Luca Magri | 2023/6/26 | |
Interpretability of the latent space of autoencoders | Bulletin of the American Physical Society | Luca Magri Nguyen Anh Khoa Doan | 2022/11/20 |
On interpretability and proper latent decomposition of autoencoders | arXiv preprint arXiv:2211.08345 | Luca Magri Anh Khoa Doan | 2022/11/15 |
Velocity reconstruction in puffing pool fires with physics-informed neural networks | Physics of Fluids | Michael Philip Sitte Nguyen Anh Khoa Doan | 2022/8/1 |
Multiscale analysis of turbulence-flame interaction based on measurements in premixed flames | Combustion and Flame | François Chantriaux Théo Quenouille Nguyen Anh Khoa Doan Nedunchezhian Swaminathan Yannis Hardalupas | 2022/5/1 |
Learning spatiotemporal dynamics in a turbulent flow: A 3D Autoencoded Reservoir Computer approach | Bulletin of the American Physical Society | Nguyen Anh Khoa Doan Alberto Racca Luca Magri | 2022/11/22 |
Direct numerical simulations of flameless combustion | Nguyen Anh Khoa Doan | 2022/1/1 | |
Modelling spatiotemporal turbulent dynamics with the convolutional autoencoder echo state network | arXiv preprint arXiv:2211.11379 | Alberto Racca Nguyen Anh Khoa Doan Luca Magri | 2022/11/21 |
A posteriori assessment of consumption speed correction for LES with tabulated methods | arXiv preprint arXiv:2112.01434 | Ivan Langella Nguyen Anh Khoa Doan | 2021/12/2 |
Chaotic systems learning with hybrid echo state network/proper orthogonal decomposition based model | Data-Centric Engineering | Mathias Lesjak Nguyen Anh Khoa Doan | 2021/1 |
Hybrid neural network pde solvers for reacting flows | arXiv preprint arXiv:2111.11185 | Nilam Tathawadekar Nguyen Anh Khoa Doan Camilo F Silva Nils Thuerey | 2021/11/22 |
Short-and long-term predictions of chaotic flows and extreme events: a physics-constrained reservoir computing approach | Proceedings of the Royal Society A | Nguyen Anh Khoa Doan Wolfgang Polifke Luca Magri | 2021/9/29 |
Co-Authors
