2 citations · 9 across the 7 of their papers we have counts for
3 papers · 1 filter
A Review of Physics-based Machine Learning in Civil Engineering
Shashank Reddy Vadyala, Sai Nethra Betgeri1, John C. Matthews +1
The recent development of machine learning (ML) and Deep Learning (DL) increases the opportunities in all the sectors. ML is a significant tool that can be applied across many disc…
Predicting the spread of COVID-19 in Delhi, India using Deep Residual Recurrent Neural Networks
Shashank Reddy Vadyala, Sai Nethra Betgeri
Detecting the spread of coronavirus will go a long way toward reducing human and economic loss. Unfortunately, existing Epidemiological models used for COVID 19 prediction models a…
Physics-Informed Neural Network Method for Solving One-Dimensional Advection Equation Using PyTorch
Shashank Reddy Vadyala, Sai Nethra Betgeri
Numerical solutions to the equation for advection are determined using different finite-difference approximations and physics-informed neural networks (PINNs) under conditions that…