A comparison of single and double generator formalisms for thermodynamics-informed neural networks
Sign Up to like & getrecommendations! Published in 2024 at "Computational Mechanics"
DOI: 10.1007/s00466-024-02564-3
Abstract: The development of inductive biases has been shown to be a very effective way to increase the accuracy and robustness of neural networks, particularly when they are used to predict physical phenomena. These biases significantly… read more here.
Keywords: thermodynamics; comparison single; generator; single double ... See more keywords
Comparison of Single- and Multinozzle Reacting Swirl Flow Dynamics
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DOI: 10.2514/1.b36623
Abstract: This paper compares flow structures in a single- and triple-nozzle swirl combustor. Realistic combustor hardware usually contains several nozzles; however, test facilities for studying flame dynami... read more here.
Keywords: reacting swirl; comparison single; multinozzle reacting; swirl ... See more keywords