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Vijayaraghavan Soumianarayanan

Faculté des Sciences Appliquées > Doct. sc. ingé. tech. (aérospat. méca.)

Main Referenced Co-authors
Noels, Ludovic  (3)
Beex, Lars (2)
Bordas, Stephane (2)
Beex, Lars AA (1)
Bordas, Stéphane PA (1)
Main Referenced Keywords
Machine learning (3); Clustering (2); Elastoplasticity (2); Reduced Order Model (2); Elastoplastic models (1);
Main Referenced Unit & Research Centers
A&M - Aérospatiale et Mécanique - ULiège (1)
Main Referenced Disciplines
Engineering, computing & technology: Multidisciplinary, general & others (3)
Mechanical engineering (1)

Publications (total 4)

The most downloaded
52 downloads
Vijayaraghavan, S., Wu, L., Noels, L., Bordas, S. P., Natarajan, S., & Beex, L. A. (07 August 2023). A data-driven reduced-order surrogate model for entire elastoplastic simulations applied to representative volume elements. Scientific Reports, 13 (1), 12781. doi:10.1038/s41598-023-38104-x https://hdl.handle.net/2268/304875

The most cited

9 citations (Scopus®)

Vijayaraghavan, S., Wu, L., Noels, L., Bordas, S. P., Natarajan, S., & Beex, L. A. (07 August 2023). A data-driven reduced-order surrogate model for entire elastoplastic simulations applied to representative volume elements. Scientific Reports, 13 (1), 12781. doi:10.1038/s41598-023-38104-x https://hdl.handle.net/2268/304875

Vijayaraghavan, S., Wu, L., Noels, L., Bordas, S. P., Natarajan, S., & Beex, L. A. (07 August 2023). A data-driven reduced-order surrogate model for entire elastoplastic simulations applied to representative volume elements. Scientific Reports, 13 (1), 12781. doi:10.1038/s41598-023-38104-x
Peer Reviewed verified by ORBi

Vijayaraghavan, S. (2023). Machine learning for reduced-order-models and surrogate models of elastoplasticity [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/289059

Vijayaraghavan, S., Beex, L., Noels, L., & Bordas, S. (January 2021). UNSUPERVISED LEARNING BASED MODEL ORDER REDUCTION FOR HYPERELASTOPLASTICITY [Paper presentation]. WCCM-ECCOMAS 2020.

Vijayaraghavan, S., Beex, L., Noels, L., & Bordas, S. (29 July 2019). Clustering Based Model Order Reduction For Hyper Elastoplastic Material Models [Paper presentation]. US National Congress on Computational Mechanics.

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