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20212024
most citedA Review of Physics-Informed Machine Learning Methods with Applications to Condition Monitoring and Anomaly Detection

7 citations · 12 across the 6 of their papers we have counts for

collaborators

6 papers

cs.NI20241 cited

Integration of blockchain in smart systems: problems and opportunities for real-time sensor data storage

Naseem Alsadi, Syed Zaidi, Mankaran Rooprai +2

The internet of things (IoT) and other emerging ubiquitous technologies are supporting the rapid spread of smart systems, which has underlined the need for safe, open, and decentra…

cs.RO20244 cited

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…

eess.SY2024

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…

cs.LG20247 cited

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…

cs.LG2023

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…

cs.CR2021

IoT-based Smart Home Device Monitor Using Private Blockchain Technology and Localization

Marc Jayson Baucas, Stephen Andrew Gadsden, Petros Spachos

Internet of Things (IoT)-based smart home applications are rising in popularity. However, this trend attracts malicious activity, which causes cost-efficient security to be in high…