I am a research scholar in the department of electrical engineering, IUST, J&K, India, 192301. I have done Masters in
control and instrumentation system from Jamia Millia Islamia, New Delhi. My interests are scientific machine learning, surrogate modelling, high performance computing with applications to electrical engineering. An updated list of publications can be found here and some of my software contributions can be found on Github.
Research verticals - click images to learn more
Application of Koopman Theory on power system networks
Power grid parameter estimation using SINDy
Deep learning assisted surrogate modeling of large-scale power grids
Hierarchical deep learning based adaptive time stepping for multiscale simulations
Enhancing Computational Efficiency in Multiscale Systems using Deep Learning of Coordinates and Flow Maps
Code Availability
The source code for replicating the results given above are freely available online.
For DMD click here.
For AE-LSTM click here
For AHiTS click here
Code for latent hierarchical time-stepping (L-HiTS) scheme coming soon!