Convolutional neural network for transition modeling based on linear stability theory MI Zafar, H Xiao, MM Choudhari, F Li, CL Chang, P Paredes, ... Physical Review Fluids 5 (11), 113903, 2020 | 30 | 2020 |
Recurrent neural network for end-to-end modeling of laminar-turbulent transition MI Zafar, MM Choudhari, P Paredes, H Xiao Data-Centric Engineering 2, e17, 2021 | 18 | 2021 |
Toward a Practical Method for Hypersonic Transition Prediction Based on Stability Correlations P Paredes, B Venkatachari, MM Choudhari, F Li, CL Chang, MI Zafar, ... AIAA Journal 58 (10), 4475-4484, 2020 | 12 | 2020 |
Frame invariance and scalability of neural operators for partial differential equations MI Zafar, J Han, XH Zhou, H Xiao arXiv preprint arXiv:2112.14769, 2021 | 4 | 2021 |
Toward Transition Modeling in a Hypersonic Boundary Layer at Flight Conditions P Paredes, BS Venkatachari, MM Choudhari, F Li, CL Chang, MI Irfan, ... AIAA Scitech 2020 Forum, 0103, 2020 | 3 | 2020 |
Multiple input describing function analysis of non-classical aileron buzz MI Zafar, F Fusi, G Quaranta Advances in Aircraft and Spacecraft Science 4 (2), 203, 2017 | 1 | 2017 |
Neural operator-based super-fidelity: A warm-start approach for accelerating steady-state simulations XH Zhou, J Han, MI Zafar, CJ Roy, H Xiao arXiv preprint arXiv:2312.11842, 2023 | | 2023 |
Neural operator-based super-fidelity: A warm-start approach for accelerating steady-state fluid flow simulations X Zhou, J Han, MI Zafar, C Roy, H Xiao Bulletin of the American Physical Society, 2023 | | 2023 |
Machine Learning Approaches to Data-Driven Transition Modeling MI Zafar Virginia Tech, 2023 | | 2023 |
Frame invariance and scalability of vector cloud neural network for partial differential equations MI Zafar, J Han, XH Zhou, H Xiao Bulletin of the American Physical Society 67, 2022 | | 2022 |
Toward Physics-Based Transition Modeling for Subsonic to Hypersonic Boundary Layers P Paredes, B Venkatachari, M Choudhari, F Li, N Hildebrand, CL Chang, ... 25th International Congress of Theoretical and Applied Mechanics (25th ICTAM …, 2021 | | 2021 |
Exploring Data-driven Modeling of Boundary Layer Transition M Choudhari, MR Malik, J Berninger, K Hausknecht, K Pelin, R Qiu, ... 2021 SIAM Conference on Computational Science and Engineering, 2021 | | 2021 |
Recurrent Neural Network Model for Laminar-Turbulent Transition MI Zafar, M Choudhari, P Paredes, H Xiao APS Division of Fluid Dynamics Meeting Abstracts, T03. 006, 2021 | | 2021 |
Analysis of non-classical aileron buzz MI Zafar, F Fusi, G Quaranta Aerotecnica Missili & Spazio 95, 191-200, 2016 | | 2016 |
Numerical modelling and analysis of non-classical aileron buzz MI ZAFAR Politecnico di Milano, 2013 | | 2013 |