Genetic algorithms and finite element coupling for mechanical optimization. - Guillaume Corriveau; Raynald Guilbault; Antoine Tahan (Adv. Eng. Softw., 2010)

Review and Study of Genotypic Diversity Measures for Real-Coded Representations. - Guillaume Corriveau; Raynald Guilbault; Antoine Tahan; Robert Sabourin (IEEE Trans. Evol. Comput., 2012)

Review of phenotypic diversity formulations for diagnostic tool. - Guillaume Corriveau; Raynald Guilbault; Antoine Tahan; Robert Sabourin (Appl. Soft Comput., 2013)

Synthesis of Differentially Driven Planar Cable Parallel Manipulators. - Hamed Khakpour; Lionel Birglen; Souheil-Antoine Tahan (IEEE Trans. Robotics, 2014)

A virtual fixture using a FE-based transformation model embedded into a constrained optimization for the dimensional inspection of nonrigid parts. - Gad N. Abenhaim; Alain Desrochers; Souheil-Antoine Tahan; Jean Bigeon (Comput. Aided Des., 2015)

An algorithm for CAD tolerancing integration: Generation of assembly configurations according to dimensional and geometrical tolerances. - Borhen Louhichi; Mehdi Tlija; Abdelmajid Benamara; Souheil-Antoine Tahan (Comput. Aided Des., 2015)

Evaluation of Genotypic Diversity Measurements Exploited in Real-Coded Representation. - Guillaume Corriveau; Raynald Guilbault; Antoine Tahan; Robert Sabourin (CoRR, 2015)

A Finite-Element Boundary Condition Setting Method for the Virtual Mounting of Compliant Components. - Gad N. Abenhaim; Alain Desrochers; Antoine Tahan; Jean Bigeon (J. Comput. Inf. Sci. Eng., 2015)

A hydrogenerator model-based failure detection framework to support asset management. - Olivier Blancke; Antoine Tahan; Dragan Komljenovic; Normand Amyot; Claude Hudon; Mélanie Lévesque (ICPHM, 2016)

CAD/Tolerancing integration: Mechanical assembly with form defects. - Ibtissem Jbira; Mehdi Tlija; Borhen Louhichi; Antoine Tahan (Adv. Eng. Softw., 2017)

A comparison between aggregation before and after propagation based on a reliability model. - Mounia Berdai; Antoine Tahan; Martin Gagnon (Inf. Sci., 2018)

A holistic multi-failure mode prognosis approach for complex equipment. - Olivier Blancke; Antoine Tahan; Dragan Komljenovic; Normand Amyot; Mélanie Lévesque; Claude Hudon (Reliab. Eng. Syst. Saf., 2018)

Proposition of a Geometric Complexity Model for Additive Manufacturing Process Based on CAD. - Sabrine Ben Amor; Antoine Tahan; Borhen Louhichi (IV (1), 2019)

A Comparative Study of Extraction Cylinder Features in Industrial Point Clouds. - Ibtissem Jbira; Aicha Ben Makhlouf; Borhen Louhichi; Antoine Tahan; Mohamed Ali Mahjoub; Dominique Deneux (IV (1), 2019)

Reproducibility Experimentation among Computer-Aided Inspection Software from a Single Point Cloud. - Ibtissem Jbira; Antoine Tahan; Serge Bonsaint; Mohamed Ali Mahjoub; Borhen Louhichi (J. Control. Sci. Eng., 2019)

Deep Convolutional Variational Autoencoder as a 2D-Visualization Tool for Partial Discharge Source Classification in Hydrogenerators. - Ryad A. Zemouri; Mélanie Lévesque; Normand Amyot; Claude Hudon; Olivier Kokoko; Souheil-Antoine Tahan (IEEE Access, 2020)

A Review on Dynamic Stochastic Modeling of the Degradation Process: Case of Maintenance Based on Reliability and a Proposed Approach. - Bechaier Zemni; Antoine Tahan; Borhen Louhichi; Mohamed Ali Mahjoub (Computación y Sistemas, 2020)

A Computer-Aided Design-Based Tolerance Analysis of Assemblies With Form Defects and Deformations of Nonrigid Parts. - Mehdi Tlija; Anis Korbi; Borhen Louhichi; Antoine Tahan (J. Comput. Inf. Sci. Eng., 2023)

Predicting the quality of a machined workpiece with a variational autoencoder approach. - Antoine Proteau; Antoine Tahan; Ryad Zemouri; Marc Thomas (J. Intell. Manuf., 2023)

Hydrogenerator early fault detection: Sparse Dictionary Learning jointly with the Variational Autoencoder. - Ryad Zemouri; Rony Ibrahim; Antoine Tahan (Eng. Appl. Artif. Intell., 2023)

Fault detection and diagnostics in the context of sparse multimodal data and expert knowledge assistance: Application to hydrogenerators. - Sagar Jose; Khanh T. P. Nguyen; Kamal Medjaher; Ryad Zemouri; Mélanie Lévesque; Antoine Tahan (Comput. Ind., 2023)

Bridging expert knowledge and sensor measurements for machine fault quantification with large language models. - Sagar Jose; Khanh T. P. Nguyen; Kamal Medjaher; Ryad Zemouri; Mélanie Lévesque; Antoine Tahan (AIM, 2024)

Rotor Fault Diagnosis of Large Hydrogenerators Using Vibration Data and VAE-Desirability Function. - Rony Ibrahim; Ryad Zemouri; Antoine Tahan; Bachir Kedjar; Kamal Al-Haddad; Arezki Merkhouf (IECON, 2024)

Review of Artificial Intelligence Methods for Faults Monitoring, Diagnosis, and Prognosis in Hydroelectric Synchronous Generators. - Helene Bechara; Rony Ibrahim; Ryad Zemouri; Bachir Kedjar; Arezki Merkhouf; Antoine Tahan; Kamal Al-Haddad (IEEE Access, 2024)

System Condition Monitoring Based on a Standardized Latent Space and the Nataf Transform. - Adaiton Oliveira-Filho; Ryad Zemouri; Francis Pelletier; Antoine Tahan (IEEE Access, 2024)

Advancing multimodal diagnostics: Integrating industrial textual data and domain knowledge with large language models. - Sagar Jose; Khanh T. P. Nguyen; Kamal Medjaher; Ryad Zemouri; Mélanie Lévesque; Antoine Tahan (Expert Syst. Appl., 2024)

Prognostics of complex machinery with sparse multilabel multimodal run-to-failure data: A graph neural network approach. - Sagar Jose; Ryad Zemouri; Khanh T. P. Nguyen; Kamal Medjaher; Mélanie Lévesque; Antoine Tahan (Adv. Eng. Informatics, 2025)