Work

Generative modeling via hierarchical tensor sketching

Year: 2026

Type: article

Source: Journal of Computational and Applied Mathematics

DOI: 10.1016/j.cam.2026.118056

Authors: Yifan Peng, Yian Chen, E. Miles Stoudenmire, Yuehaw Khoo

Institutions: University of Chicago, Flatiron Institute

Language: English

Topic: Tensor decomposition and applications

Subfield: Computational Mathematics

Field: Mathematics

Domain: Physical Sciences

Open Access status: green

Funders: National Science Foundation, U.S. Department of Energy, Alfred P. Sloan Foundation, Directorate for Mathematical and Physical Sciences

Awards: CAREER: Towards a general recipe for fast high-dimensional scientific computing, MACHINE-LEARNING ACCELERATED SIMULATIONS FOR FORECASTING, DATA ASSIMILATION, AND EXTREME EVENTS

OpenAlex ID: W4365211579

FWCI: 9.433

Cites: 39

Cited by: 23

Related to: 10