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Simulation and modeling of turbulent flow, and of turbulent reacting flowin particular, involves solving for and analyzing timedependent and spatially dense tensor quantities, such as turbulent stress tensors. Visual exploration of these tensor quantities can effectively steer the computational modeling of combustion systems. The project builds a visual analysis tool to be utilized in debugging, benchmarking, and verification of models and solutions in turbulent combustion.
2015  
A. Maries, T. Luciani, P.H. Pisciuneri, M.B. Nik, S.L. Yilmaz, P. Givi, G.E. Marai, "A Clustering Method for Identifying Regions of Interest in Turbulent Combustion Tensor Fields", Visualization and Processing of Higher Order Descriptors for MultiValued Data. Editors: Ingrid Hotz and Thomas Schultz, Springer, pp. 118, 2015. In Press.
(pdf)
(bibtex: Maries2015ACM). 

2014  
M. Hlawitschka, I. Hotz, A. Kratz, G.E. Marai, R. Moreno, G. Scheuermann, M. Stommel, A. Wiebel, E. Zhang, "Top Challenges in the Visualization of Engineering Tensor Fields", Visualization and Processing of Tensors and HigherOrder Descriptors for Multifield Data, C.F. Westin, B. Burgeth and A. Vilanova (editors), Springer, pp. 113, 2014.
(pdf)
(bibtex: Hlawitschka2014TCI). 

2013  
T. Luciani, A. Maries, M. Nik, S.L. Yilmaz, G.E. Marai, "Visualization of Tensor Quantities Used in Computational Turbulent Combustion", 66th Annual Meeting of the APS Division of Fluid Dynamics, pp. 11, 2013. (pdf) (bibtex: Luciani2013VOT). 

2012  
T. Luciani, A. Maries, H. Tran, M. Nik, S.L. Yilmaz, G.E. Marai, "A Novel Method for Tracking Tensorbased Regions of Interest in LargeScale, SpatiallyDense Turbulent Combustion Data", IEEE Visualization 2012 Poster Abstracts with System Demonstration, pp. 12, Oct 2012. In Press. (pdf) (bibtex: Luciani2012ANM). 

A. Maries, Md. A. Haque, S. L. Yilmaz, M. B. Nik, G.E. Marai, "Interactive Exploration of Stress Tensors Used in Computational Turbulent Combustion", New Developments in the Visualization and Processing of Tensor Fields, D. Laidlaw and A. Villanova (editors), Springer, pp. 137156, 2012.
(pdf)
(bibtex: Maries2012IEO). 

2010  
Md. A. Haque, A. Maries, S.L. Yilmaz, M.B. Nik, G.E. Marai, "Tensor Visualization in Computational Turbulent Combustion: A Case Study", IEEE Visualization 2010, Poster Abstracts with System Demonstration, pp. 12, 2010. (pdf) (bibtex: Haque2010TVI). 
