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VIJAYARAGHAVAN Soumianarayanan

Main Referenced Co-authors
BEEX, Lars  (4)
BORDAS, Stéphane  (4)
Noels, Ludovic (3)
CHEN, Li  (1)
Goury, Olivier (1)
Main Referenced Keywords
Clustering (1); Elastoplasticity (1); fracture (1); Machine learning (1); model order reduction (1);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Other (1)
Main Referenced Disciplines
Engineering, computing & technology: Multidisciplinary, general & others (3)
Aerospace & aeronautics engineering (2)
Materials science & engineering (2)
Mechanical engineering (2)
Civil engineering (1)

Publications (total 5)

The most downloaded
126 downloads
VIJAYARAGHAVAN, S. (2022). MACHINE LEARNING FOR PROJECTION-BASED MODEL-ORDER-REDUCTION OF ELASTOPLASTICITY [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/57173 https://hdl.handle.net/10993/57173

The most cited

15 citations (OpenAlex)

VIJAYARAGHAVAN, S., Wu, L., Noels, L., BORDAS, S., Natarajan, S., & BEEX, L. (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/10993/57580

VIJAYARAGHAVAN, S., Wu, L., Noels, L., BORDAS, S., Natarajan, S., & BEEX, L. (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. (2022). MACHINE LEARNING FOR PROJECTION-BASED MODEL-ORDER-REDUCTION OF ELASTOPLASTICITY [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/57173

VIJAYARAGHAVAN, S., BEEX, L., BORDAS, S., & Noels, L. (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.

BORDAS, S., BEEX, L., CHEN, L., VIJAYARAGHAVAN, S., Kerfriden, P., Goury, O., Massart, T., & Noels, L. (13 May 2019). Multiscale fracture: a natural connection between reduced order models and homogenisation [Paper presentation]. 
First Benelux Workshop on damage and fracture ESIS2019, Antwerp, Belgium.

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