Showing physics.flu-dynShow all
2 papers · 1 filter
physics.flu-dyn2025
A Deep-Learning Enhanced Gappy Proper Orthogonal Decomposition Method for Conjugate Heat Transfer Problem
Arash Hajisharifi, Rahul Halder, Michele Girfoglio +2
The current study aims to develop a non-intrusive Reduced Order Model (ROM) to reconstruct the full temperature field for a large-scale industrial application based on both numeric…
physics.flu-dyn2023
Deep Learning-Driven Nonlinear Reduced-Order Models for Predicting Wave-Structure Interaction
Rahul Halder, Murali Damodaran, Khoo Boo Cheong
Long Short-Term Memory (LSTM) network-driven Non-Intrusive Reduced Order Model (NROM) for predicting the dynamics of a floating box on the water surface in a wavemaker basin is add…