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This document presents a study on the development of a deep learning surrogate model for predicting the propagation and scattering of acoustic waves in complex media. The approach utilizes an autoregressive spatiotemporal convolutional neural network trained on high-fidelity lattice Boltzmann simulations. It demonstrates accurate long-term acoustic predictions in various applications, notably in aeronautics, while analyzing parameters that influence model stability and prediction accuracy.
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How to fill out aiaa journal
01
Visit the AIAA Journal submission website.
02
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03
Select the appropriate submission type for your manuscript.
04
Prepare your manuscript according to AIAA guidelines, including formatting and reference style.
05
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06
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07
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08
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01
Researchers in aerospace engineering.
02
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03
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Professionals seeking to share findings with the aerospace community.
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What is aiaa journal?
The AIAA Journal is a peer-reviewed academic journal published by the American Institute of Aeronautics and Astronautics, focusing on research in the field of aeronautics and astronautics.
Who is required to file aiaa journal?
The authors of papers submitted for publication in the AIAA Journal are required to file the journal.
How to fill out aiaa journal?
To fill out the AIAA Journal submission, authors must follow the journal's submission guidelines, which typically include preparing a manuscript with specified formatting, submitting online through the AIAA submission portal, and including relevant supplementary materials.
What is the purpose of aiaa journal?
The purpose of the AIAA Journal is to disseminate high-quality research findings and advancements in the fields of aeronautics and astronautics to both the academic community and industry professionals.
What information must be reported on aiaa journal?
The AIAA Journal must report information including the title of the article, authors' names and affiliations, an abstract, the main body of the research, figures and tables, references, and any necessary appendices.
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