David Anton

According to our database, David Anton authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks.

David Anton, Jendrik-Alexander Tröger, Henning Wessels, Ulrich Römer, Alexander Henkes, Stefan Hartmann

Adv. Model. Simul. Eng. Sci., December, 2025

Uncertainty quantification in model discovery by distilling interpretable material constitutive models from Gaussian process posteriors.

David Anton, Henning Wessels, Ulrich Römer, Alexander Henkes, Jorge-Humberto Urrea-Quintero

CoRR, October, 2025

Automated Constitutive Model Discovery by Pairing Sparse Regression Algorithms with Model Selection Criteria.

Jorge-Humberto Urrea-Quintero, David Anton, Laura De Lorenzis, Henning Wessels

CoRR, September, 2025

2024

Reduced and All-at-Once Approaches for Model Calibration and Discovery in Computational Solid Mechanics.

Ulrich Römer, Stefan Hartmann, Jendrik-Alexander Tröger, David Anton, Henning Wessels, Moritz Flaschel, Laura De Lorenzis

CoRR, 2024

2022

Physics-Informed Neural Networks for Material Model Calibration from Full-Field Displacement Data.

David Anton, Henning Wessels

CoRR, 2022