Conditional diffusion models can invert meanline compressor performance into diverse, feasible 3D blade geometries with sub-percent error against that same meanline surrogate.
Juangphanich, Bio-Inspired Design of a Turbine Stage, Thesis, Purdue University, 2019
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
physics.flu-dyn 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
A New Paradigm for 3D Turbomachinery Design: Generative Diffusion Model Based Framework with Direct Geometry Encoding
Conditional diffusion models can invert meanline compressor performance into diverse, feasible 3D blade geometries with sub-percent error against that same meanline surrogate.