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Journal Articles

Physics-Informed Bayesian Neural Networks for Solving Phonon Boltzmann Transport Equation in Forward and Inverse Problems With Sparse and Noisy Data

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Ruiyang Li, Jiahang Zhou, Jian-Xun Wang, Tengfei Luo
Journal: ASME Journal of Heat and Mass Transfer
Publisher: ASME
Article Type: Research-Article
J. Heat Mass Transfer. March 2025, 147(3): 032501.
Paper No: HT-24-1263
https://doi.org/10.1115/1.4067163
Published Online: December 16, 2024
View Articletitled, Physics-Informed Bayesian Neural Networks for Solving Phonon Boltzmann Transport Equation in Forward and Inverse Problems With Sparse and Noisy Data
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Topics: Noise (Sound), Phonons, Inverse problems, Physics, Temperature, Artificial neural networks