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Composite materials are commonly used in aerospace structures, and there is a growing interest in understanding how aerospace components made using composite materials behave under various loading. MIAE are leaders in composite manufacturing processes of aerospace structures, incorporating design optimization to increase the structural and vibrational performance of the components. A particular novelty is the use of recycled composites materials in structural components. Researchers are also exploring ways in which machine learning techniques can be incorporated into the industrial automation process, and developing multidisciplinary design optimization methodologies of complex aerospace systems.
Associated Academic Faculty
Larry Lessard鈥� Department of Mechanical Engineering
Recent Research Publications
- Estakhrianhaghighi, Ehsan & Mirabolghasemi, Armin & Lessard, Larry & Akbarzadeh, Abdolhamid. (2023). 3D Printed Wood-fiber Reinforced Architected Cellular Composite Beams with Engineered Flexural Properties. Additive Manufacturing. 78. 103800.
- Chabot, Olivier & Lessard, Larry & Dub茅, Martine. (2022). A novel flax fibre composite material for stringed instrument fingerboards. Journal of Reinforced Plastics and Composites. 41. 073168442110675.
- Rahmati, Arash & Heidari-Rarani, Mohammad & Lessard, Larry. (2021). A novel conservative failure model for the fused deposition modeling of polylactic acid specimens. Additive Manufacturing. 48. 102460.
- Taheri, Sareh & Bao, Guangyu & He, Zixin & Mohammadi, Sepideh & Ravanbakhsh, Hossein & Lessard, Larry & Li, Jianyu & Mongeau, Luc. (2021). Injectable, Pore鈥怓orming, Perfusable Double鈥怤etwork Hydrogels Resilient to Extreme Biomechanical Stimulations. Advanced Science. 9. 2102627.
Marco Amabili鈥� Department of Mechanical Engineering
Recent Research Publications
- Amabili, Marco & Franchini, Giulio & Garziera, Rinaldo. (2024). Experimental characterization of residual deformations in human descending thoracic aortas. Journal of the mechanical behavior of biomedical materials. 153. 106492.
- Hameury, Celia & Ferrari, Giovanni & Balasubramanian, Prabakaran & Silva, Tarcisio & Amabili, Marco & Buabdulla, Abdulaziz & Franchini, Giulio. (2024). Experimental Determination of Electromechanical Coupling Matrices for Active Vibration Control of Composite Structures.
- Firouzi, Nasser & Amabili, Marco. (2024). Two-dimensional growth of incompressible and compressible soft biological tissues. European Journal of Mechanics - A/Solids. 103. 105150. .
- Pinho, Fl谩vio & Amabili, Marco & Prado, Zen贸n & Silva, Frederico. (2023). Nonlinear free vibration analysis of doubly curved shells. Nonlinear Dynamics. 111. 1-21.
- Painter, Brian & Amabili, Marco. (2023). Non-planar vibrations of beams with geometric imperfections and hysteretic boundary conditions. Nonlinear Dynamics. 111. 1-13.
Mathias Legrand鈥� Department of聽Mechanical Engineering
Recent Research Publications
- Thi, Huong & Junca, Stephane & Legrand, Mathias. (2021). First Return Time to the contact hyperplane for N -degree-of-freedom vibro-impact systems. Discrete & Continuous Dynamical Systems - B. 27.
- Yoong Ormaza, Carlos & Legrand, Mathias. (2020). Nonsmooth Modal Analysis of a Non-internally Resonant Finite Bar Subject to a Unilateral Contact Constraint.
- Gu茅rin, Nicolas & Thorin, Anders & Thouverez, Fabrice & Legrand, Mathias & Almeida, Patricio. (2018). Thermomechanical Model Reduction for Efficient Simulations of Rotor-Stator Contact Interaction. V07CT35A017.
- Thi, Huong & Junca, Stephane & Legrand, Mathias. (2018). Periodic solutions of a two-degree-of-freedom autonomous vibro-impact oscillator with sticking phases. Nonlinear Analysis: Hybrid Systems. 28.
Michael Kokkolaras鈥� Department of Mechanical Engineering
Recent Research Publications
- A. Tfaily, Y. Diouane, N. Bartoli, M. Kokkolaras (January 2024). Bayesian optimization with hidden constraints for aircraft design, Technical report, Les Cahiers du GERAD G鈥�2024鈥�10, GERAD, HEC Montr茅al, Canada
- Julian Martinsson Bonde, Michael Kokkolaras, Petter Andersson, Massimo Panarotto, Ola Isaksson, A similarity-assisted multi-fidelity approach to conceptual design space exploration, Computers in Industry, Volume 151, 2023,103957,ISSN 0166-3615.
- Dzahini, K.J., Kokkolaras, M. & Le Digabel, S. Constrained stochastic blackbox optimization using a progressive barrier and probabilistic estimates. Math. Program. 198, 675鈥�732 (2023).
- Lawand, L., Andersson, P. & Kokkolaras, M. Integrated design鈥搈anufacturing decision support for additively manufactured components. Int J Adv Manuf Technol 119, 3917鈥�3930 (2022).
- K. Al Handawi and M. Kokkolaras, "Optimization of Infectious Disease Prevention and Control Policies Using Artificial Life," in IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 6, no. 1, pp. 26-40, Feb. 2022.
Narges Armanfard鈥� Department of Electrical & Computer Engineering
Recent Research Publications
- Sushant Sinha, Denzel Guye, Xiaoping Ma, Kashif Rehman, Stephen Yue, Narges Armanfard, Neural network prediction of the effect of thermomechanical controlled processing on mechanical properties, Machine Learning with Applications, Volume 15, 2024, 100531, ISSN 2666-8270, .
- EMA-Net: Efficient Multitask Affinity Learning for Dense Scene Predictions: Dimitrios Sinodinos, Narges Armanfard ,
- Bahareh Nikpour , Dimitrios Sinodinos , Narges Armanfard . Deep Reinforcement Learning in Human Activity Recognition: A Survey. TechRxiv. February 22, 2022.
DOI: - Multivariate Time-Series Anomaly Detection with Contaminated Data: Thi Kieu Khanh Ho, Narges Armanfard, arXiv:2308.12563
- Explainable Attention for Few-shot Learning and Beyond : Bahareh Nikpour, Narges Armanfard.
Pascal Hubert鈥� Department of聽Mechanical Engineering
Recent Research Publications
- Ilse, Joshua & Hubert, Pascal. (2023). CHARACTERIZING LARGE-SCALE HYBRID-MANUFACTURED TOOL DURABILITY THROUGH A SMALL-SCALE COMPOSITE PROCESS SCHEME.
- Barroeta Robles, Julieta & Dube, Mridula & Hubert, Pascal & Yousefpour, A.. (2023). Healing study of poly (ether-imide) and poly ether ether ketone using resin films and a parallel plate rheometer. Composites Part A: Applied Science and Manufacturing. 174. 107736.
- Hostettler, Nathan & Hubert, Pascal. (2023). Electrical characterization and sensing capabilities of self-assembly multi-scale multi-phase graphene-based composites. Carbon. 208. 131-139.
- Tikhani, Farimah & Hubert, Pascal. (2022). A COMPARATIVE STUDY ON MATERIAL SELECTION OF AEROSPACE COMPONENTS FOR FUSED FILAMENT FABRICATION.
- Barroeta Robles, Julieta & Guthrie, Aria & Dub茅, Martine & Hubert, Pascal & Yousefpour, Ali. (2022). An Approach to the Repair of Thermoplastic Composites Using Resistance Welding with a Hybrid Heating Element.
Yaoyao Fiona Zhao鈥� Department of Mechanical Engineering
Recent Research Publications
- Zhang, Chonghui & Zhao, Yaoyao. (2024). A Critical Review on the Application of Machine Learning in Supporting Auxetic Metamaterial Design. Journal of Physics: Materials.
- Xie, Jiarui & Zhang, Chonghui & Sun, Lijun & Zhao, Yaoyao. (2024). Fairness- and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning. Journal of Computing and Information Science in Engineering. 24. 1-34.聽
- Velivela, Pavan & Zhao, Yaoyao. (2023). BIKAS: Bio-Inspired Knowledge Acquisition and Simulacrum鈥擜 Knowledge Database to Support Multifunctional Design Concept Generation. Data Intelligence. 1-28.
- Sarabhai, Shivangi & Velivela, Pavan & Zhao, Yaoyao & S谩nchez, Fabi谩n & Kibsey, Mitch. (2023). Comparative Study of the Flow and Thermal Characteristics of Non-Stochastic Lattice and Bio-Inspired Multi-Scale Structures for Gas Turbine Engine Applications.
- Zhang, Chonghui & Xie, Jiarui & Shanian, Ali & Kibsey, Mitch & Zhao, Yaoyao. (2023). A hybrid deep learning approach for the design of 2D low porosity auxetic metamaterials. 123. B.
