1 citations · 1 across the 4 of their papers we have counts for
4 papers
TF-SNO: Time-Frequency Gated Spectral Neural Operators for Learning Non-Stationary Partial Differential Equations
Yitian Zhou, Chaoning Zhang, Zhenzhen Huang +8
Non-stationary partial differential equations (PDEs) arise throughout scientific computing, where the dominant frequency content and energy distribution can drift over time. While…
Does empirical evidence from healthy aging studies predict a practical difference between visualizations for different age groups?
S. Shao, Y. Li, A. I. Meso +1
When communicating critical information to decision-makers, one of the major challenges in visualization is whether the communication is affected by different perceptual or cogniti…
Recursive Solution of Initial Value Problems with Temporal Discretization
Abbas Edalat, Amin Farjudian, Yiran Li
We construct a continuous domain for temporal discretization of differential equations. By using this domain, and the domain of Lipschitz maps, we formulate a generalization of the…
A Domain-Theoretic Framework for Robustness Analysis of Neural Networks
Can Zhou, Razin A. Shaikh, Yiran Li +1
A domain-theoretic framework is presented for validated robustness analysis of neural networks. First, global robustness of a general class of networks is analyzed. Then, using the…