Tag: VAE

CFD

Proposes a non-intrusive correction method using VAE latent space adaptation to reduce discrepancies between CFD predictions and experiments for open tip clearance flow in compressor cascades, trained on 166 parametrically sampled CFD total pressure loss fields.

ScientificML

Investigates three variational objectives for VAE-based amortized Bayesian inference in inverse problems, revealing how posterior regularization impacts weakly identified parameter directions.