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05/26/2023
Data-Driven Games in Computational Mechanics
We resort to game theory in order to formulate Data-Driven methods for s...
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07/13/2022
Model-Free Data-Driven Inference in Computational Mechanics
We extend the model-free Data-Driven computing paradigm to solids and st...
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09/21/2021
A spatially adaptive phase-field model of fracture
Phase-field models of fracture introduce smeared cracks of width commens...
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01/29/2021
A comparative accuracy and convergence study of eigenerosion and phase-field models of fracture
We compare the accuracy, convergence rate and computational cost of eige...
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12/01/2020
Efficient Data Structures for Model-free Data-Driven Computational Mechanics
The data-driven computing paradigm initially introduced by Kirchdoerfer ...
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06/03/2020
Data-driven fracture mechanics
We present a new data-driven paradigm for variational brittle fracture m...
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04/06/2020
Model-free Data-Driven Computational Mechanics Enhanced by Tensor Voting
The data-driven computing paradigm initially introduced by Kirchdoerfer ...
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04/06/2020
Model-free Data-Driven Compuational Mechanics Enhanced by Tensor Voting
The data-driven computing paradigm initially introduced by Kirchdoerfer ...
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10/09/2019
Mollified finite element approximants of arbitrary order and smoothness
The approximation properties of the finite element method can often be s...
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03/15/2019
Model-Free Data-Driven Methods in Mechanics: Material Data Identification and Solvers
This paper presents an integrated model-free data-driven approach to sol...
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08/31/2018