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David Anton
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 3
Top Topics
Neural Network
Data Acquisition
Physical Models
Computationally Tractable
Top Venues
CoRR
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Publications
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David Anton
,
Jendrik-Alexander Tröger
,
Henning Wessels
,
Ulrich Römer
,
Alexander Henkes
,
Stefan Hartmann
Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks.
CoRR
(2024)
Ulrich Römer
,
Stefan Hartmann
,
Jendrik-Alexander Tröger
,
David Anton
,
Henning Wessels
,
Moritz Flaschel
,
Laura De Lorenzis
Reduced and All-at-Once Approaches for Model Calibration and Discovery in Computational Solid Mechanics.
CoRR
(2024)
David Anton
,
Henning Wessels
Physics-Informed Neural Networks for Material Model Calibration from Full-Field Displacement Data.
CoRR
(2022)