Physics-informed DeepONet surrogates are tested on BGK relaxation, polyatomic shocks, and cylinder flow, with claimed generalization to unseen conditions.
Solving Continuum and Rarefied Flows Using Differentiable Programming
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Learning Rarefied Gas Dynamics with Physics-Enforced Neural Networks
Physics-informed DeepONet surrogates are tested on BGK relaxation, polyatomic shocks, and cylinder flow, with claimed generalization to unseen conditions.