2 citations · 9 across the 7 of their papers we have counts for
7 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…
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…