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Flow-Aware Simulation Technique (FAST) for AI-Enabled, Physics-Integrated Turbulence Computations

STC Seminar Hall, Dept. of Aerospace Engineering

Data-driven approaches have generated tremendous excitement in turbulence modeling, but enthusiasm has often outpaced scientific rigor. Many current AI/ML turbulence models lack physical interpretability, exhibit limited generalizability across flow regimes, and do not reflect the true dynamical nature of turbulence. A new strategy is needed—one that leverages AI while remaining fully compliant with the physics […]

Data-driven learning of feedback policies for robust model predictive control: An approximation-theoretic view

Auditorium (AE 005), Department of Aerospace Engineering

Model Predictive Control (MPC) is a widely used optimization-based framework for the synthesis of feedback control, with mature theory and practice in the linear setting. Yet computational tractability remains a key bottleneck—particularly for robust nonlinear min-max MPC—because solving a (robust) optimization problem at every step is expensive and often intractable in practice. Explicit or approximate MPC […]

Workshop on Ideation: Envisioning :The Future in Aerospace

Auditorium (AE 005), Department of Aerospace Engineering

SSWR, Department of Aerospace Engineering, is organizing a workshop on Ideation. Resource Person: Dr. Ripi Singh Digital Transformation and Innovation Coach; Author, Keynote Speaker, Futurist, 4.0 Evangelist; Former Aero Faculty, Former R&D Executive; Advisor To Several University Centers; and US Expert for ISO on Innovation Management.

Ph.D. (Engg) : Investigations on Elastic Deformation of Ferromagnetic Rods and Ribbons

Auditorium (AE 005), Department of Aerospace Engineering

Bulk ferromagnetic materials exhibit Joule magnetostriction with characteristic strain magnitudes on the order of (10^{-6}) to (10^{-4}), which is often insufficient for the displacement requirements of modern soft robotic and adaptive structural systems. Ferromagnetic elastic slender structures provide a promising alternative, offering the potential for large actuation displacements under small external magnetic fields. This enhanced […]

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