49 citations · 122 across the 9 of their papers we have counts for
9 papers
Convolutional variational autoencoders for secure lossy image compression in remote sensing
Alessandro Giuliano, S. Andrew Gadsden, Waleed Hilal +1
The volume of remote sensing data is experiencing rapid growth, primarily due to the plethora of space and air platforms equipped with an array of sensors. Due to limited hardware…
Distributed Robust Learning based Formation Control of Mobile Robots based on Bioinspired Neural Dynamics
Zhe Xu, Tao Yan, Simon X. Yang +2
This paper addresses the challenges of distributed formation control in multiple mobile robots, introducing a novel approach that enhances real-world practicability. We first intro…
Smart Grids: A Comprehensive Survey of Challenges, Industry Applications, and Future Trends
Jadyn Powell, Alex McCafferty-Leroux, Waleed Hilal +1
With the increased energy demands of the 21st century, there is a clear need for developing a more sustainable method of energy generation, distribution, and transmission. The popu…
A Review of Physics-Informed Machine Learning Methods with Applications to Condition Monitoring and Anomaly Detection
Yuandi Wu, Brett Sicard, Stephen Andrew Gadsden
This study presents a comprehensive overview of PIML techniques in the context of condition monitoring. The central concept driving PIML is the incorporation of known physical laws…
Estimation Strategies for the Condition Monitoring of a Battery Systemin a Hybrid Electric Vehicle
Stephen Andrew Gadsden, Mohammad Al-Shabi, Saeid Reza Habibi
This paper discusses the application of condition monitoring to a battery system used in a hybrid electric vehicle (HEV). Battery condition management systems (BCMSs) are employed…
De-novo Chemical Reaction Generation by Means of Temporal Convolutional Neural Networks
Andrei Buin, Hung Yi Chiang, S. Andrew Gadsden +1
We present here a combination of two networks, Recurrent Neural Networks (RNN) and Temporarily Convolutional Neural Networks (TCN) in de novo reaction generation using the novel Re…