2 papers
cs.MS2025
MIRGE: An Array-Based Computational Framework for Scientific Computing
Matthias Diener, Matthew J. Smith, Michael T. Campbell +6
MIRGE is a computational approach for scientific computing based on NumPy-like array computation, but using lazy evaluation to recast computation as data-flow graphs, where nodes r…
cs.LG2024
A TVD neural network closure and application to turbulent combustion
Seung Won Suh, Jonathan F MacArt, Luke N Olson +1
Trained neural networks (NN) have attractive features for closing governing equations. There are many methods that are showing promise, but all can fail in cases when small errors…