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Collection : Caltech Authors (California Institute Of Technology)

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Academic Journal

Kernel learning for robust dynamic mode decomposition: linear and nonlinear disambiguation optimization

Authors : Baddoo, Peter J.; Herrmann, Benjamin; McKeon, Beverley J.

Subjects: machine learning; kernel methods; modal decomposition

Source: Proceedings of the Royal Society A: Mathematical, physical, and engineering sciences, 478(2260), Art. No. 2021.0830, (2022-04)

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Academic Journal

Model-free data-driven computational mechanics enhanced by tensor voting

Authors : Eggersmann, Robert; Stainier, Laurent; Ortiz, Michael

Subjects: Data-driven computing; Tensor voting; Second-order method

Source: Computer Methods in Applied Mechanics and Engineering, 373, Art. No. 113499, (2021-01-01)

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Academic Journal

Efficient data structures for model-free data-driven computational mechanics

Authors : Eggersmann, Robert; Stainier, Laurent; Ortiz, Michael

Subjects: Data-driven computing; Solid mechanics; Nearest neighbor problem

Source: Computer Methods in Applied Mechanics and Engineering, 382, Art. No. 113855, (2021-08-15)

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Academic Journal

Model-Free Data-Driven inelasticity

Authors : Eggersmann, R.; Kirchdoerfer, T; Reese, S.

Subjects: Data-Driven computing; Inelasticity; Viscoelasticity

Source: Computer Methods in Applied Mechanics and Engineering, 350, 81-99, (2019-06-15)

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