Imagen de Portada

A hybrid numerical methodology coupling Reduced Order Modeling and Graph Neural Networks for non-parametric geometries: applications to structural dynamics problems

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Matray, Victor, Amlani, Faisal, Feyel, Frédéric, Néron, David
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning Artificial Intelligence Classical Physics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A strategy with reduced models dedicated to parametrized nonlinear strongly coupled thermo-poroelasticity problems
por: Foulatier, Elise, et al.
Publicado: (2025)

Blend-to-zero operators for smooth transition functions
por: Méndez-Cruz, Ivan, et al.
Publicado: (2026)

Noble-Abel / First-order virial equations of state for gas mixtures resulting of multiple condensed reactive materials combustion
por: Saurel, Richard, et al.
Publicado: (2021)

On an application of the Boundary control method to classical moment problems
por: Mikhaylov, Alexander, et al.
Publicado: (2025)

A methodology for formulating dynamical equations in analytical mechanics based on the principle of energy conservation
por: Zhou, Yinqiu, et al.
Publicado: (2021)

The parametric instability landscape of coupled Kerr parametric oscillators
por: Ameye, Orjan, et al.
Publicado: (2025)

Recovering seldom-used theorems of vector calculus and their application to problems of electromagnetism
por: Perez-Garrido, Antonio
Publicado: (2023)

Scale effects methodology applied to uprising jets in ASTRID
por: Jourdy, B, et al.
Publicado: (2026)

Assessment of hydrodynamic characteristics and computational resources for submarine resistance analysis: A comparative study between CFD Codes with application of the BB2 Submarine
por: Abidin, Noh Zainal, et al.
Publicado: (2025)

Maximal functions with twisted structures, distribution inequality and applications
por: Li, Ji, et al.
Publicado: (2026)

Quantitative theory of the inverse spectral problem for Sturm-Liouville operator with applications
por: He, Yuchao, et al.
Publicado: (2026)

Chaotic dynamics of granules-beam coupled vibration: Route and threshold
por: Li, Hang, et al.
Publicado: (2024)

Relativistic Hamiltonian as an emergent structure from information geometry
por: Yoo-Kong, Sikarin
Publicado: (2026)

The anti-localization of non-stationary linear waves and its relation to the localization. The simplest illustrative problem
por: Shishkina, Ekaterina V., et al.
Publicado: (2022)

A novel and application-oriented inverse nodal problem for Sturm-Liouville operators
por: He, Yuchao, et al.
Publicado: (2025)

A weighted decoupling inequality and its application to the maximal Bochner-Riesz problem
por: Gan, Shengwen, et al.
Publicado: (2024)

Dynamics of non-autonomous systems with nested invariant cone structure and its applications
por: Zhou, Dun
Publicado: (2022)

Modelling the non-linear dynamics of the looping pendulum
por: Daruka, Avighna, et al.
Publicado: (2025)

Register jumps on the clarinet: numerical and in-vitro investigation into basins of attraction and phase-tipping
por: Szwarcberg, Nathan, et al.
Publicado: (2025)

Physics-Informed Neural Networks for Nonlocal Beam Eigenvalue Problems
por: Das, Baidehi, et al.
Publicado: (2025)

Constitutive properties for isotropic energies in ideal nonlinear elasticity for solid materials: numerical evidences for invertibility and monotonicity in different stress-strain pairs
por: Ghiba, Ionel-Dumitrel, et al.
Publicado: (2025)

Quantum action, non-locality and coherence from classical perception, a new facet of Lagrangian formalism for relativistic dynamics
por: Das, D
Publicado: (2009)

Torsional vibration of a coupled cylinder
por: Istenes, Igor, et al.
Publicado: (2025)

Global solution curves for first order periodic problems, with applications
por: Korman, Philip, et al.
Publicado: (2026)

Weighted $L^2$ estimates with applications to $L^p$ problems
por: Wu, Shukun
Publicado: (2025)

The topological dynamics of continuum lattice grid structures
por: Sun, Yimeng, et al.
Publicado: (2024)

Minimally driven Kapitza oscillator: A pedagogical perspective from Newtonian mechanics and geometry
por: Pal, Mainak
Publicado: (2022)

Theoretical foundations of nonlinear electromagneto-mechanical systems: applying Finsler geometry to Kibble Balances
por: Rizza, Pierluigi, et al.
Publicado: (2024)

Direct and inverse problems for a third-order self-adjoint differential operator with non-local potential functions
por: Liu, Yixuan, et al.
Publicado: (2025)

Uniform boundedness of parametric bilinear fractional integrals
por: Alves, Nuno J., et al.
Publicado: (2025)

On the edge of complexity: The simplest not simple coupled mechanical system
por: Nyitray, Gergely
Publicado: (2025)

Exact Maxwell evolution equation of resonators dynamics: temporal coupled-mode theory revisited
por: Wu, Tong, et al.
Publicado: (2024)

Revisiting the charging-capacitor problem
por: Papachristou, C. J.
Publicado: (2017)

Inverse problem for semi-infinite Jacobi matrices and associated Hilbert spaces of analytic functions
por: Mikhaylov, Alexander, et al.
Publicado: (2025)

Coupled dynamics of chiral waves and gyroscopic systems with applications to atmospheric phenomena
por: Kandiah, Alessio, et al.
Publicado: (2025)

Statistical determinism in non-Lipschitz dynamical systems
por: Drivas, Theodore D., et al.
Publicado: (2020)

An explicit solution to the spinning ring problem
por: Jain, Aradhya
Publicado: (2024)

Mathematical and numerical study of a model for navigation in stratified waters
por: Rammal, Zeina, et al.
Publicado: (2025)

Space-time symmetry and nonreciprocal parametric resonance in mechanical systems
por: Melkani, Abhijeet, et al.
Publicado: (2023)

Study of Ni-Zn battery by coupling strain gauge measurements and acoustic emission
por: Degret, F, et al.
Publicado: (2025)