Posts by Collection

news

Launched New Website!

Published:

Excited to share my new personal website built with Jekyll and Minimal Mistakes!

Attended ICTS Program on UHDB

Published:

Excited to share that I had recently been to ICTS Bengaluru to attend program on Unifying Theories in High-Dimensional Biology (UHDB). I met many really brilliant and interesting people there. I am thankful to all the organizers for setting up this wonderful program.

portfolio

publications

Paper Title Number 4

Published in GitHub Journal of Bugs, 2024

This paper is about fixing template issue #693.

Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Download Paper

talks

ML4PHY: Physics-Informed Machine Learning

Published:

The talk was aimed at introducing audience to a class of neural network achitecture called PINN. The talk can mainly be divided into three parts. First and foremost, introduction to ML including definition of some standard terms. An idea of bias-variance trade-off was also provided. This takes us to next part of talk, what are PINN exactly, and how does it hep reduce variance (or generalization error). The talk concludes with showing application of this architecture and its close relatives- Hamiltonian Neural Network & Lagrangian Neural Network to show how these techniques can be leveraged to learn dynamics of system from data itself.

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.