Moaad Khamlich

1. Optimal Transport-Based Displacement Interpolation with Data Augmentation for Reduced Order Modeling of Nonlinear Dynamical Systems
   2024/11/13 by Moaad Khamlich, Federico Pichi, Khamlich, Moaad +7 · 2 citations
   Engineering · Physics and Astronomy · #37M05 #49Q20 (Primary) 35Q35 #65M99 #76M99 #86A10 (Secondary) #FOS: Computer and information sciences #FOS: Mathematics #G.1.2 #G.1.8 #Hydraulic and Pneumatic Systems #I.6.4 #I.6.5 #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Real-time simulation and control systems
2. Optimal Transport-inspired Deep Learning Framework for Slow-Decaying Kolmogorov n-width Problems: Exploiting Sinkhorn Loss and Wasserstein Kernel
   2023/08/26 by Moaad Khamlich, Khamlich, Moaad, Federico Pichi +3 · 1 citation
   Engineering · Physics and Astronomy · #41A05 #41A46 #65D99 #65N30 #68T05 #90C25 #FOS: Computer and information sciences #FOS: Mathematics #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in engineering
3. A physics-based reduced order model for urban air pollution prediction
   2023/05/08 by Moaad Khamlich, Khamlich, Moaad, Giovanni Stabile +7 · 1 citation
   Environmental Science · Physics and Astronomy · #Air Quality Monitoring and Forecasting #Analysis of PDEs (math.AP) #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Wind and Air Flow Studies