8 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.CE2024★ 8 cited
A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling
Christophe Bonneville, Xiaolong He, April Tran +10
Numerical solvers of partial differential equations (PDEs) have been widely employed for simulating physical systems. However, the computational cost remains a major bottleneck in…
math.NA2023★ 1 cited
On the training and generalization of deep operator networks
Sanghyun Lee, Yeonjong Shin
We present a novel training method for deep operator networks (DeepONets), one of the most popular neural network models for operators. DeepONets are constructed by two sub-network…