Full scale aerodynamic wind tunnel testing, numerical simulation of high dimensional (full-
order) aerodynamic models or flight testing are some of the fundamental but complex steps …

As a mathematical model of high-speed flow and shock wave propagation in a complex
multimaterial setting, Lagrangian hydrodynamics is characterized by moving meshes …

Using an autoencoder for dimensionality reduction, this article presents a novel projection‐
based reduced‐order model for eigenvalue problems. Reduced‐order modeling relies on …

A parametric adaptive physics-informed greedy Latent Space Dynamics Identification
(gLaSDI) method is proposed for accurate, efficient, and robust data-driven reduced-order …

While projection-based reduced order models can reduce the dimension of full order
solutions, the resulting reduced models may still contain terms that scale with the full order …

Abstract The Rayleigh-Taylor instability is a classical hydrodynamic instability of great
interest in various disciplines of science and engineering, including astrophysics …

Forced convection heat transfer occurs inside the steam turbine, and it is crucial for thermal
and strength analysis to accurately estimate the convection heat transfer coefficients of the …

Thermal fluid coupled analysis is essential to enable an accurate temperature prediction in
additive manufacturing. However, numerical simulations of this type are time-consuming …

The need for multiple interactive, real-time simulations using different parameter values has
driven the design of fast numerical algorithms with certifiable accuracies. The reduced basis …

Understanding the mechanisms of shock-induced pore collapse is of great interest in
various disciplines in sciences and engineering, including materials science, biological …