Media

• Invited Talk: Large langaue model as Optimiser: Reasoning via elitism This was an invited talk at Auburn University, as part of the AI@AU inituative, headed by Prof. Gerry Dozier. This talk focuses on the reasoning element of LLMs to generate better candidate solutions for practical optimisation problems of interest.

• Invited Talk: Large langaue model assisted Evolutionary Optimiser (LEO)

This was an invited talk at the Param intelligence seminar series organised by Prof. Jagtap @ the Worcester Polytechnic Institute. This talk discusses the use of a Large langaue model assisted Evolutionary Optimiser (LEO) for industrial applications.

• Blog: Physics informed Kolmagrov Arnold Network PiKAN

This article explores the utility of PiKAN for PDE problems such as Burger’s equation, 1D reaction hyperboic equation, Fischer Tropsch systhesis.

• Blog: Differentiable Physics for Unsteady Fluid Dynamics

This article presents the use cases of a differentiable flow solver for training a neural network for complex flow past arbitrarily shaped bodies.

• Blog: Principal component analysis in aerodynamic shape optimisation

This article highlights the utility of dimensionality reduction technique, i.e. Principal Component Analysis (PCA) for data compression and image (or flowfield) classification.

• Blog: Just another PhD

Does a successful PhD warrant accomplishments of all research objectives? This blog shares my experience with the use of non-conformal solvers in hypersonic flows and the need to emphasise on negative results in a thesis.