Work

Differentiable turbulence: Closure as a partial differential equation constrained optimization

Year: 2025

Type: article

Source: Physical Review Fluids

DOI: 10.1103/physrevfluids.10.024605

Authors: Varun Shankar, Dibyajyoti Chakraborty, Venkatasubramanian Viswanathan, Romit Maulik

Institutions: Carnegie Mellon University, Pennsylvania State University, University of Michigan, Argonne National Laboratory

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funders: U.S. Department of Energy, Advanced Scientific Computing Research, National Science Foundation Graduate Research Fellowship Program

Awards: G102163711, G2917921242, G4971848567

OpenAlex ID: W4407956559

FWCI: 9.248

Cites: 56

Cited by: 22

Related to: 10