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stat.ML2024
BI-EqNO: Generalized Approximate Bayesian Inference with an Equivariant Neural Operator Framework
Xu-Hui Zhou, Zhuo-Ran Liu, Heng Xiao
Bayesian inference offers a robust framework for updating prior beliefs based on new data using Bayes' theorem, but exact inference is often computationally infeasible, necessitati…
physics.flu-dyn2024★ 2 cited
Data-Driven Turbulence Modeling Approach for Cold-Wall Hypersonic Boundary Layers
Muhammad I. Zafar, Xuhui Zhou, Christopher J. Roy +2
Wall-cooling effect in hypersonic boundary layers can significantly alter the near-wall turbulence behavior, which is not accurately modeled by traditional RANS turbulence models.…