Data Enhanced Hybrid Modeling

Hybrid models are seen as occupying a significant niche in unsteady aerodynamics. The objective of hybrid simulation is to formulate the model to capture as much of the fluid dynamics as can be resolved, while modeling that which is unresolved via a RANS formulation.

Publications

Journal

1. Sudharsan, S., & Sharma, A. (2024). Criteria for dynamic stall onset and vortex shedding in low Reynolds number flows. Journal of Fluid Mechanics, 996(A11).
   PDF DOI BIB

   @article{sudharsan2024,
     title = {Criteria for dynamic stall onset and vortex shedding in low Reynolds number flows},
     author = {Sudharsan, Sarasija and Sharma, Anupam},
     journal = {Journal of Fluid Mechanics},
     volume = {996},
     number = {A11},
     year = {2024},
     doi = {10.1017/jfm.2024.753},
     file = {Sudharsan_2024_LowReStall.pdf},
     note = {DynamicStall,HybridRANS}
   }
   

Conference proceedings

1. Ahmed, K., Sitarski, D., Sharma, A., & Durbin, P. (2024). Enhanced RANS modeling using field inversion. 13th International Symposium on Turbulence and Shear Flow Phenomena.
   BIB

   @inproceedings{ahmed2024FIML,
     title = {Enhanced RANS modeling using field inversion},
     author = {Ahmed, Karim and Sitarski, Dylan and Sharma, Anupam and Durbin, Paul},
     booktitle = {13th International Symposium on Turbulence and Shear Flow Phenomena},
     year = {2024},
     note = {DynamicStall,HybridRANS}
   }