Model falsification diagnosis and sensor placement for leak detection in pressurized pipe networks. - James-A. Goulet; Sylvain Coutu; Ian F. C. Smith (Adv. Eng. Informatics, 2013)

Performance-Driven Measurement System Design for Structural Identification. - James-A. Goulet; Ian F. C. Smith (J. Comput. Civ. Eng., 2013)

Exploring approaches to improve the performance of autonomous monitoring with imperfect data in location-aware wireless sensor networks. - Xiaowei Luo; William J. O'Brien; Fernanda Leite; James-A. Goulet (Adv. Eng. Informatics, 2014)

The Nataf-Beta Random Field Classifier: An Extension of the Beta Conjugate Prior to Classification Problems. - James-A. Goulet (CoRR, 2015)

Measurement system design for civil infrastructure using expected utility. - Romain Pasquier; James-A. Goulet; Ian F. C. Smith (Adv. Eng. Informatics, 2017)

A machine learning approach for characterizing soil contamination in the presence of physical site discontinuities and aggregated samples. - Alyssa Ngu-Oanh Quach; Lucie Tabor; Dany Dumont; Benoit Courcelles; James-A. Goulet (Adv. Eng. Informatics, 2017)

Analytically Tractable Inference in Deep Neural Networks. - Luong Ha Nguyen; James-A. Goulet (CoRR, 2021)

Analytically Tractable Bayesian Deep Q-Learning. - Luong Ha Nguyen; James-A. Goulet (CoRR, 2021)

Tractable Approximate Gaussian Inference for Bayesian Neural Networks. - James-A. Goulet; Luong Ha Nguyen; Saeid Amiri (J. Mach. Learn. Res., 2021)

Analytically Tractable Hidden-States Inference in Bayesian Neural Networks. - Luong Ha Nguyen; James-A. Goulet (J. Mach. Learn. Res., 2022)

OpenIPDM: A probabilistic framework for estimating the deterioration and effect of interventions on bridges. - Zachary Hamida; Blanche Laurent; James-A. Goulet (SoftwareX, 2022)

Hierarchical reinforcement learning for transportation infrastructure maintenance planning. - Zachary Hamida; James-A. Goulet (Reliab. Eng. Syst. Saf., 2023)

Analytical Inference for Inspectors' Uncertainty Using Network-Scale Visual Inspections. - Blanche Laurent; Bhargob Deka; Zachary Hamida; James-A. Goulet (J. Comput. Civ. Eng., 2023)

Analytically tractable heteroscedastic uncertainty quantification in Bayesian neural networks for regression tasks. - Bhargob Deka; Luong Ha Nguyen; James-A. Goulet (Neurocomputing, 2024)

Scalable probabilistic deterioration model based on visual inspections and structural attributes from large networks of bridges. - Said Ali Kamal Fakhri; Zachary Hamida; James-A. Goulet (Adv. Eng. Informatics, 2025)