Published

Harshith Gowrachari, Nicola Demo, Giovanni Stabile, Gianluigi Rozza (2025).
Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift-augmented manifold transformation. Computers & Fluids, Special Issue on Fusing Data and Physics: Machine Learning for Computational Fluid Dynamics.
Journal | Preprint

Harshith Gowrachari, Giovanni Stabile, and Gianluigi Rozza (2025).
Model reduction for transport-dominated problems via cross-correlation based snapshot registration.
Scientific Machine Learning: Emerging Topics 42.
Journal | Preprint

Harshith Gowrachari, Mattia G. Barra, Giovanni Stabile, Gianluca Bazzaro, Gianluigi Rozza (2026).
Data-driven reduced order model for residence time distribution analysis of an industrial-scale continuous casting tundish.
Results in Engineering.
Journal | Preprint

Preprints

Harshith Gowrachari, Mattia G. Barra, Moaad Khamlich, Giovanni Stabile, Gianluca Bazzaro, Gianluigi Rozza (2025).
Projection-based model order reduction for residence time distribution analysis of an industrial-scale continuous casting tundish.
Preprint

Harshith Gowrachari, Mattia G. Barra, Giovanni Stabile, Gianluca Bazzaro, Gianluigi Rozza (2025).
Reservoir computing based predictive reduced order model for steel grade intermixing in an industrial continuous casting tundish.
Preprint