78 citations · 78 across the 2 of their papers we have counts for
2 papers
eess.SY2025
A Decomposition Approach to Solving Numerical Constraint Satisfaction Problems on Directed Acyclic Graphs
Max Mowbray, Nilay Shah, Benoît Chachuat
Certifying feasibility in decision-making, critical in many industries, can be framed as a constraint satisfaction problem. This paper focuses on characterising a subset of paramet…
eess.SY2024★ 78 cited
Machine learning for industrial sensing and control: A survey and practical perspective
Nathan P. Lawrence, Seshu Kumar Damarla, Jong Woo Kim +7
With the rise of deep learning, there has been renewed interest within the process industries to utilize data on large-scale nonlinear sensing and control problems. We identify key…