3 citations · 12 across the 8 of their papers we have counts for
8 papers
Use of BNNM for interference wave solutions of the gBS-like equation and comparison with PINNs
Shashank Reddy Vadyala, Sai Nethra Betgeri
In this work, the generalized broken soliton-like (gBS-like) equation is derived through the generalized bilinear method. The neural network model, which can fit the explicit solut…
Wastewater Pipe Condition Rating Model Using K- Nearest Neighbors
Sai Nethra Betgeri, Shashank Reddy Vadyala, John C. Matthews +2
Risk-based assessment in pipe condition mainly focuses on prioritizing the most critical assets by evaluating the risk of pipe failure. This paper's goal is to classify a comprehen…
Wastewater Pipe Rating Model Using Natural Language Processing
Sai Nethra Betgeri, Shashank Reddy Vadyala, John C. Mattews +1
Closed-circuit video (CCTV) inspection has been the most popular technique for visually evaluating the interior status of pipelines in recent decades. Certified inspectors prepare…
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…
Prediction of the Number of COVID-19 Confirmed Cases Based on K-Means-LSTM
Shashank Reddy Vadyala, Sai Nethra Betgeri, Eric A. Sherer +1
COVID-19 is a pandemic disease that began to rapidly spread in the US with the first case detected on January 19, 2020, in Washington State. March 9, 2020, and then increased rapid…