13 citations · 25 across the 16 of their papers we have counts for
3 papers · 1 filter
Real-time Health Monitoring of Heat Exchangers using Hypernetworks and PINNs
Ritam Majumdar, Vishal Jadhav, Anirudh Deodhar +3
We demonstrate a Physics-informed Neural Network (PINN) based model for real-time health monitoring of a heat exchanger, that plays a critical role in improving energy efficiency o…
Physics Informed Symbolic Networks
Ritam Majumdar, Vishal Jadhav, Anirudh Deodhar +3
We introduce Physics Informed Symbolic Networks (PISN) which utilize physics-informed loss to obtain a symbolic solution for a system of Partial Differential Equations (PDE). Given…
Semi-Supervised Cascaded Clustering for Classification of Noisy Label Data
Ashit Gupta, Anirudh Deodhar, Tathagata Mukherjee +1
The performance of supervised classification techniques often deteriorates when the data has noisy labels. Even the semi-supervised classification approaches have largely focused o…