Spectrum-Adapted Polynomial Approximation for Matrix Functions with Applications in Graph Signal Processing. - Tiffany Fan; David I. Shuman; Shashanka Ubaru; Yousef Saad (Algorithms, 2020)

Solving Inverse Problems in Steady State Navier-Stokes Equations using Deep Neural Networks. - Tiffany Fan; Kailai Xu; Jay Pathak; Eric Darve (CoRR, 2020)

Probabilistic partition of unity networks for high-dimensional regression problems. - Tiffany Fan; Nathaniel Trask; Marta D'Elia; Eric Darve (CoRR, 2022)

Physically Interpretable Representation and Controlled Generation for Turbulence Data. - Tiffany Fan; Murray Cutforth; Marta D'Elia; Alexandre Cortiella; Alireza Doostan; Eric Darve (CoRR, 2025)