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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Jia-Kuan Xu

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2 papers indexed here

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Open access Sep 2026

Lightweight Design of Aircraft Engine Pylon Using Multi-Load Topology and Size Optimization

The lightweight design of an aircraft engine pylon requires an efficient structural layout capable of accommodating multiple load cases. An integrated lightweight design framework combining multi-load topology optimization and size optimization is developed. The three-field SIMP method with a weighted-compliance object...

Wei Yuan, Lei Li, Yi-Ru Ren et al. · 0 citations
Sep 2026

CFD-validated deep active subspace learning for reliable offline transonic airfoil optimization and shock-control analysis

A data-driven deep active subspace method (DASM) that jointly learns nonlinear active coordinates and a neural response for direct reduced-space optimization and converts surrogate convergence into reliable CFD improvement without adaptive enrichment is developed.

Bo Pang, Yang Zhang, Jun-Lin Li et al. · 0 citations

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