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01/24/2023
A predictive physics-aware hybrid reduced order model for reacting flows
In this work, a new hybrid predictive Reduced Order Model (ROM) is propo...
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12/24/2022
Forecasting through deep learning and modal decomposition in multi-phase concentric jets
This work presents a set of neural network (NN) models specifically desi...
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10/20/2022
Improving aircraft performance using machine learning: a review
This review covers the new developments in machine learning (ML) that ar...
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09/03/2021
Towards extraction of orthogonal and parsimonious non-linear modes from turbulent flows
We propose a deep probabilistic-neural-network architecture for learning...
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07/21/2021