This paper reveals how 3D inverse design and machine learning consolidate rocket turbopump blades, slashing NPSHr by 18% with under 0.3% prediction error.
The paper demonstrates how 3D inverse design optimizes centrifugal compressor splitters by specifying circulation to suppress flow separation and boost efficiency.
The paper demonstrates how to optimize axial turbines using 3D inverse design and genetic algorithms to balance aerodynamic performance with structural stress limitations.
The presentation at ISimT26 demonstrates an enhanced methodology for the design of centrifugal compressors used in high-temperature heat pump (HTHP) applications.
The paper demonstrates how applying 3D Inverse Design to a large axial fan resulted in higher efficiency, increased pressure and flow and significantly lower noise compared to conventional designs.
This paper outlines a 3D Inverse Design method to enhance diffuser blades, ensuring better efficiency and stability across various operating points.
In this paper, an effect of a blade loading and a lean angle at a runner inlet are investigated to understand the internal flow and the loss in the turbine runner.
This paper will show how a shaft-driven contra-rotating reversible pump-turbine is designed and tested to demonstrate its potential for this application.
This paper introduces an innovative approach to address a significant research gap in axial fan design for automotive applications.
