5 papers
Explicit and Implicit Finite Difference Solvers Implemented in JAX for Shock Wave Physics
Avinash Potluri, Arturo Rodriguez, Taylor N. Garcia +5
Shock dynamics and nonlinear wave propagation are fundamental to computational fluid dynamics (CFD) and high-speed flow modeling. In this study, we developed explicit and implicit…
Verification of Convergent-Divergent Nozzle Designs in Propulsion Aerospace Applications
Noah L. Estrada, Marc A. Cantu, Arturo Rodriguez +5
The performance of convergent and divergent nozzles is critical in aerospace propulsion systems, where the efficient expansion of high-temperature, high-pressure gases directly imp…
Cross-Model Verification of Wall-Bounded Flows using Finite-JAX
Arturo Rodriguez, Avinash Potluri, Aryan Singh +5
Accurate prediction of wall-bounded flows remains central to advancing both theoretical understanding and computational methods in fluid mechanics. In this study, we perform a nume…
Numerical and analytical modeling of heat equation in current-carrying conductors using the heat equation implemented using Finite-JAX
Arturo Rodriguez, Christopher Harris, Avinash Potluri +5
Current-carrying conductors inevitably experience resistive heating due to the material's finite electrical conductivity. The resulting temperature distribution within the wire has…
Computational Aerothermal Framework and Analysis of Stetson Mach 6 Blunt Cone
Arturo Rodriguez, Piyush Kumar, Cesar Diaz-Caraveo +4
Accurately predicting aerothermal behavior is paramount for the effective design of hypersonic vehicles, as aerodynamic heating plays a pivotal role in influencing performance metr…