Moaad Khamlich

11 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multi-Fidelity Parametric Framework for Reduced-Order Modeling using Optimal Transport-based Interpolation: Applications to Diffused-Interface Two-Phase Flows.
CoRR
Moaad Khamlich, Niccolò Tonicello, Federico Pichi, Gianluigi Rozza
2025 J jnl
Efficient Numerical Strategies for Entropy-Regularized Semi-Discrete Optimal Transport.
CoRR
Moaad Khamlich, Francesco Romor, Gianluigi Rozza
2025 J jnl
Optimal Transport-Inspired Deep Learning Framework for Slow-Decaying Kolmogorov \({n}\)-Width Problems: Exploiting Sinkhorn Loss and Wasserstein Kernel.
SIAM J. Sci. Comput.
Moaad Khamlich, Federico Pichi, Gianluigi Rozza
2025 J jnl
Optimal transport-based displacement interpolation with data augmentation for reduced order modeling of nonlinear dynamical systems.
J. Comput. Phys.
Moaad Khamlich, Federico Pichi, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2025 J jnl
Sparse Identification for bifurcating phenomena in Computational Fluid Dynamics.
CoRR
Lorenzo Tomada, Moaad Khamlich, Federico Pichi, Gianluigi Rozza
2024 J jnl
A stochastic perturbation approach to nonlinear bifurcating problems.
CoRR
Isabella Carla Gonnella, Moaad Khamlich, Federico Pichi, Gianluigi Rozza
2024 J jnl
Optimal Transport-Based Displacement Interpolation with Data Augmentation for Reduced Order Modeling of Nonlinear Dynamical Systems.
CoRR
Moaad Khamlich, Federico Pichi, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2023 J jnl
A physics-based reduced order model for urban air pollution prediction.
CoRR
Moaad Khamlich, Giovanni Stabile, Gianluigi Rozza, László Környei, Zoltán Horváth
2023 J jnl
Optimal Transport-inspired Deep Learning Framework for Slow-Decaying Problems: Exploiting Sinkhorn Loss and Wasserstein Kernel.
CoRR
Moaad Khamlich, Federico Pichi, Gianluigi Rozza
2021 — conf
EMoCy: Towards Physiological Signals-Based Stress Detection.
BHI
Armando Bellante, Letizia Bergamasco, Ana Bogdanovic, Noemi Gozzi, Lorenzo Gecchelin, Moaad Khamlich, Anisia Lauditi, Eleonora D'Arnese, Marco D. Santambrogio
2021 J jnl
Model order reduction for bifurcating phenomena in Fluid-Structure Interaction problems.
CoRR
Moaad Khamlich, Federico Pichi, Gianluigi Rozza