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F. P. van der Meer
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Recurrent Neural Networks
Level Set
Data Driven Approaches
Multiscale
Top Venues
CoRR
J. Comput. Phys. X
SIAM J. Sci. Comput.
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Publications
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I. B. C. M. Rocha
,
Pierre Kerfriden
,
F. P. van der Meer
Machine learning of evolving physics-based material models for multiscale solid mechanics.
CoRR
(2023)
M. A. Maia
,
I. B. C. M. Rocha
,
Pierre Kerfriden
,
F. P. van der Meer
Physically recurrent neural networks for path-dependent heterogeneous materials: embedding constitutive models in a data-driven surrogate.
CoRR
(2022)
Luiz A. T. Mororó
,
F. P. van der Meer
Parallel Computing with the Thick Level Set Method.
SIAM J. Sci. Comput.
43 (6) (2021)
I. B. C. M. Rocha
,
Pierre Kerfriden
,
F. P. van der Meer
On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning.
J. Comput. Phys. X
9 (2021)
I. B. C. M. Rocha
,
Pierre Kerfriden
,
F. P. van der Meer
On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning.
CoRR
(2020)