3 citations · 12 across the 8 of their papers we have counts for
4 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…
Natural Language Processing Accurately Categorizes Indications, Findings and Pathology Reports from Multicenter Colonoscopy
Shashank Reddy Vadyala, Eric A. Sherer
Colonoscopy is used for colorectal cancer (CRC) screening. Extracting details of the colonoscopy findings from free text in electronic health records (EHRs) can be used to determin…
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…