Agriculture-informed Neural Networks for Predicting Nitrous Oxide Emissions

C Lin, FT Li, P Killeen, T Yeap, I Kiringa - ACM Transactions on Internet …, 2024 - dl.acm.org
Agriculture and Agri-Food Canada, in its unwavering commitment to sustainable agriculture,
has launched a program to reduce nitrous oxide (N2O) emissions from fertilizer utilization in …

Analysis of Complex Dynamical Systems by Combining Recurrent Neural Networks and Mechanistic Models

C Lin - 2024 - ruor.uottawa.ca
The aim of this study is to analyze the time series data in an innovative manner, which
combined the deep learning model with the mechanistic model to form a hybrid model. In …

3𝑟𝑑 Workshop on Software Techniques for Engineering Cyber-Physical Systems

K Kontogiannis, D Amyot, J Mylopoulos - Proceedings of the 33rd …, 2023 - dl.acm.org
Cyber-Physical systems (CPS) refer to complex sociotechnical sys-tems that integrate
physical, cyber, and social elements to form complete solutions that require the real-time …