Applying separately cost-sensitive learning and Fisher's discriminant analysis to address the class imbalance problem: A case study involving a virtual gas pipeline SCADA system. - Abouzar Choubineh; David A. Wood 003; Zahak Choubineh (Int. J. Crit. Infrastructure Prot., 2020)

A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling. - Abouzar Choubineh; Jie Chen 029; Frans Coenen; Fei Ma 002 (J. Comput. Inf. Sci. Eng., 2023)

Fourier Neural Operator for Fluid Flow in Small-Shape 2D Simulated Porous Media Dataset. - Abouzar Choubineh; Jie Chen 029; David A. Wood 003; Frans Coenen; Fei Ma 002 (Algorithms, 2023)

Deep ensemble learning for high-dimensional subsurface fluid flow modeling. - Abouzar Choubineh; Jie Chen 029; David A. Wood 003; Frans Coenen; Fei Ma 002 (Eng. Appl. Artif. Intell., 2023)