159 citations · 267 across the 14 of their papers we have counts for
4 papers · 1 filter
FaultNet: A Deep Convolutional Neural Network for bearing fault classification
Rishikesh Magar, Lalit Ghule, Junhan Li +2
The increased presence of advanced sensors on the production floors has led to the collection of datasets that can provide significant insights into machine health. An important an…
W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data
Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi +5
We present W-Net, a novel Convolution Neural Network (CNN) framework that employs raw ultrasound waveforms from each A-scan, typically referred to as ultrasound Radio Frequency (RF…
Orbital Graph Convolutional Neural Network for Material Property Prediction
Mohammadreza Karamad, Rishikesh Magar, Yuting Shi +3
Material representations that are compatible with machine learning models play a key role in developing models that exhibit high accuracy for property prediction. Atomic orbital in…
Potential Neutralizing Antibodies Discovered for Novel Corona Virus Using Machine Learning
Rishikesh Magar, Prakarsh Yadav, Amir Barati Farimani
The fast and untraceable virus mutations take lives of thousands of people before the immune system can produce the inhibitory antibody. Recent outbreak of novel coronavirus infect…