most citedLagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems

23 citations · 30 across the 2 of their papers we have counts for

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cs.CE2024★ 20 cited

Damage detection in an uncertain nonlinear beam based on stochastic Volterra series: an experimental application

Luis Gustavo Gioacon Villani, Samuel da Silva, Americo Cunha +1

The damage detection problem becomes a more difficult task when the intrinsically nonlinear behavior of the structures and the natural data variation are considered in the analysis…

cs.CE2024★ 23 cited

Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems

Harsh Sharma, David A. Najera-Flores, Michael D. Todd +1

Complex mechanical systems often exhibit strongly nonlinear behavior due to the presence of nonlinearities in the energy dissipation mechanisms, material constitutive relationships…