1 citations · 1 across the 3 of their papers we have counts for
3 papers
Learning Metamaterial Eigenmodes with Wavelet-Encoded Fourier Neural Operators
Han Zhang, Alexander Ogren, Cynthia Rudin +2
Machine learning surrogates based on neural operators have shown broad applicability in solving forward PDE problems. However, eigenvalue problems, in which an eigenparameter and o…
Liberata -- Graph Scientometrics for a Share Based System of Academic Publishing
Han Zhang, Anshuman Sabath, Timothy W. Dunn +1
Contemporary scientometric indicators remain anchored in paradigms and axioms from when academic research was conducted in small scholarly communities. With the global proliferatio…
Uncertainty Quantification of Bandgaps in Acoustic Metamaterials with Stochastic Geometric Defects and Material Properties
Han Zhang, Rayehe Karimi Mahabadi, Cynthia Rudin +2
This paper studies the utility of techniques within uncertainty quantification, namely spectral projection and polynomial chaos expansion, in reducing sampling needs for characteri…