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Peer-reviewedLicence not statedComputers & Fluids

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

  • Hojin Kim1
  • Varun Shankar2
  • Venkatasubramanian Viswanathan3
  • Romit Maulik4,1
4 affiliations
  1. 1School of Mechanical Engineering, Purdue University, West Lafayette, 47907, IN, USA
  2. 2Mechanical Engineering Department, Carnegie Mellon University, Pittsburgh, 15213, PA, USA
  3. 3Department of Aerospace Engineering, University of Michigan, Ann Arbor, 48109, MI, USA
  4. 4Mathematics and Computer Science Division, Argonne National Laboratory, Lemont, 60439, IL, USA
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Cite

BibTeXRIS
BibTeX
@article{kim2026generalizable,
  title = {{Generalizable data-driven turbulence closure modeling on unstructured grids with differentiable physics}},
  author = {Hojin Kim and Varun Shankar and Venkatasubramanian Viswanathan and Romit Maulik},
  journal = {Computers \& Fluids},
  year = {2026},
  month = jul,
  doi = {10.1016/j.compfluid.2026.107200},
  url = {http://arxiv.org/abs/2307.13533},
}
RIS
TY  - JOUR
TI  - Generalizable data-driven turbulence closure modeling on unstructured grids with differentiable physics
AU  - Hojin Kim
AU  - Varun Shankar
AU  - Venkatasubramanian Viswanathan
AU  - Romit Maulik
PY  - 2026
DA  - 2026/07/04
JO  - Computers & Fluids
DO  - 10.1016/j.compfluid.2026.107200
UR  - http://arxiv.org/abs/2307.13533
SN  - 0045-7930
SN  - 1879-0747
ER  -