Blogs

• 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.

• 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.

• 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.

• 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.