no code implementations • 28 Nov 2023 • Noah Ford, Victor J. Leon, Honest Mrema, Jeffrey Gilbert, Alexander New
We consider the problem of using SciML to predict solutions of high Mach fluid flows over irregular geometries.
no code implementations • 31 Oct 2023 • Victor J. Leon, Noah Ford, Honest Mrema, Jeffrey Gilbert, Alexander New
However, high-fidelity data is itself in limited quantity to validate all outputs of the SciML model in unexplored input space.
no code implementations • 2 Aug 2022 • David Witman, Alexander New, Hicham Alkendry, Honest Mrema
We propose an approach to solving partial differential equations (PDEs) using a set of neural networks which we call Neural Basis Functions (NBF).