10 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 10 cited
Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design
Jian Cheng Wong, Chin Chun Ooi, Joyjit Chattoraj +6
Computational Intelligence (CI) techniques have shown great potential as a surrogate model of expensive physics simulation, with demonstrated ability to make fast predictions, albe…
math.NA2023
An iterative multi-fidelity approach for model order reduction of multi-dimensional input parametric PDE systems
Manisha Chetry, Domenico Borzacchiello, Lucas Lestandi +1
We propose a parametric sampling strategy for the reduction of large-scale PDE systems with multidimensional input parametric spaces by leveraging models of different fidelity. The…