Work

Generalizable data-driven turbulence closure modeling on unstructured grids with differentiable physics

Year: 2026

Type: article

Source: Computers & Fluids

DOI: 10.1016/j.compfluid.2026.107200

Authors: Hojin Kim, Varun Shankar, Venkatasubramanian Viswanathan, Romit Maulik

Institutions: Purdue University West Lafayette, Carnegie Mellon 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: green

Funders: National Science Foundation, U.S. Department of Energy, U.S. Department of Transportation, Pennsylvania State University, Institute for Computational and Data Sciences, Pennsylvania State University, Advanced Scientific Computing Research, Army Research Office

Awards: Graduate Research Fellowship Program (GRFP), G8619706706

OpenAlex ID: W7167339595

FWCI: 10.2

Cites: 56

Cited by: 20

Related to: 10