Verification and Validation Issues in Hypersonic Stability and Transition Prediction. Reed, H. L., Perez, E., Kuehl, J., Kocian, T., & Oliviero, N. Journal of Spacecraft and Rockets, 52(1):29–37, American Institute of Aeronautics and Astronautics, 2015. _eprint: https://doi.org/10.2514/1.A32825
doi  abstract   bibtex   
The development, validation, and introduction of physics-based approaches for stability and transition prediction will lead to smaller and more manageable uncertainties in the design of hypersonic vehicles. Through mechanism identification, verification, and validation activities for two- and three-dimensional geometries, the following have been learned in applying stability formulations: 1) Related to verification of the basic state, the acid test is to refine the basic state until the stability results do not change; 2) A good verification test for the stability formulation is to be sure the linear problem is correctly modeled; 3) In validation, it is very important to work on the same geometries computationally and experimentally and confirm them; for example, model alignment and freestream flow angularity are found to be important; 4) From verification studies on three-dimensional geometries, numerical errors, especially near the windward plane, can seed the stationary crossflow instability in the supposedly undisturbed basic state; the stationary crossflow instability is sensitive; 5) The marching path is important for three-dimensional geometries and should be in the group-velocity direction; the N factor has some uncertainty in it, and caution should be used in quoting it with precision; and 6) Nonlinear effects should be included in detailed studies of crossflow instability necessitating a nonlinear parabolized stability equation or direct numerical simulation approach.
@article{reed2015,
	title = {Verification and {Validation} {Issues} in {Hypersonic} {Stability} and {Transition} {Prediction}},
	volume = {52},
	issn = {0022-4650},
	doi = {10.2514/1.A32825},
	abstract = {The development, validation, and introduction of physics-based approaches for stability and transition prediction will lead to smaller and more manageable uncertainties in the design of hypersonic vehicles. Through mechanism identification, verification, and validation activities for two- and three-dimensional geometries, the following have been learned in applying stability formulations: 1) Related to verification of the basic state, the acid test is to refine the basic state until the stability results do not change; 2) A good verification test for the stability formulation is to be sure the linear problem is correctly modeled; 3) In validation, it is very important to work on the same geometries computationally and experimentally and confirm them; for example, model alignment and freestream flow angularity are found to be important; 4) From verification studies on three-dimensional geometries, numerical errors, especially near the windward plane, can seed the stationary crossflow instability in the supposedly undisturbed basic state; the stationary crossflow instability is sensitive; 5) The marching path is important for three-dimensional geometries and should be in the group-velocity direction; the N factor has some uncertainty in it, and caution should be used in quoting it with precision; and 6) Nonlinear effects should be included in detailed studies of crossflow instability necessitating a nonlinear parabolized stability equation or direct numerical simulation approach.},
	number = {1},
	urldate = {2026-05-28},
	journal = {Journal of Spacecraft and Rockets},
	publisher = {American Institute of Aeronautics and Astronautics},
	author = {Reed, Helen L. and Perez, Eduardo and Kuehl, Joseph and Kocian, Travis and Oliviero, Nicholas},
	year = {2015},
	note = {\_eprint: https://doi.org/10.2514/1.A32825},
	pages = {29--37},
}

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