default author photo

Tiffany Fan

Stanford University

367 Panama St

Stanford, CA 94305

United States

  • Stanford University

SCHOLARLY PAPERS

2

DOWNLOADS

58

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Physically Interpretable Representation Learning with Gaussian Mixture Variational AutoEncoder (GM-VAE)

Number of pages: 24 Posted: 28 Nov 2025
Tiffany Fan, Murray Cutforth, Marta D'Elia, Alexandre Cortiella, Alireza Doostan and Eric Darve
Stanford University, Stanford University, Stanford University, National Renewable Energy Laboratory, affiliation not provided to SSRN and Stanford University
Downloads 33 (1,290,922)

Abstract:

Loading...

interpretability, representation learning, dimension reduction, scientific machine learning, turbulent combustion

2.

Bi-fidelity Interpolative Decomposition for Multimodal Data

Number of pages: 23 Posted: 11 Sep 2025
Murray Cutforth, Tiffany Fan, Tony Zahtila, Alireza Doostan and Eric Darve
Stanford University, Stanford University, Stanford University, University of Colorado at Boulder and Stanford University
Downloads 25 (1,399,036)

Abstract:

Loading...

Bi-fidelity approximation, Interpolative decomposition, Uncertainty quantification, Low-rank approximation