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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

Earl H. Dowell

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Preprint Jul 2026

Neural Differential Equations for Oscillatory Flows in Aeroelasticity Applied to Transonic Buffet

Self-excited aerodynamic flows arise across a broad range of systems and can drive nonlinear fluid-structure interactions and aeroelastic instabilities that are challenging and computationally expensive to predict. This paper presents a physics-guided neural differential equation (DE) reduced order model (ROM) combinin...

Michael Candon, Pier Marzocca, Earl H. Dowell · 1 citation · ⚡1

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