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Julien Philipp Stöcker Dipl.-Ing.
Person

Affiliations

Institute of Structural Analysis
- Academic Staff
Chair of Structural Analysis
- Academic Staff
- julien.stoecker@tu-dresden.de

Identification Numbers

Scopus author ID	57479706200

Related content

Research output
Activities

Exploring design space: Machine learning for multi-objective materials design optimization with enhanced evaluation strategies

Conrad, F., Stöcker, J. P., Signorini, C., De paula salgado, I., Wiemer, H., Kaliske, M. & Ihlenfeldt, S., 1 Jan 2025, In: Computational materials science. 246, 113432.

Research output: Contribution to journal › Research article › Contributed › peer-review

Data-driven computational mechanics: comparison of model-free and model-based methods in constitutive modeling

Stöcker, J. P., Heinzig, S., Khedkar, A. A. & Kaliske, M., 17 Aug 2024, In: Archive of Applied Mechanics. 2024, 94, 36 p.

Research output: Contribution to journal › Research article › Contributed › peer-review

Algorithms for Robust Gradient-free Multicriteria Optimization

Khedkar, A. A., Heinzig, S., Stöcker, J. P. & Kaliske, M., Feb 2024. 8 p.

Research output: Contribution to conferences › Paper › Contributed

Introduction of a Recurrent Neural Network Constitutive Description within an Implicit Gradient Enhanced Damage Framework

Stöcker, J. P., Platen, J. & Kaliske, M., Dec 2023, In: Computers and Structures. 289(2023), 14 p., 107162.

Research output: Contribution to journal › Research article › Contributed › peer-review

Continuous self-adversarial training of recurrent neural network-based constitutive description

Khedkar, A. A., Stöcker, J. P., Zschocke, S. & Kaliske, M., Nov 2023, In: Proceedings in Applied Mathematics and Mechanics: PAMM. 23, 3, e202300111.

Research output: Contribution to journal › Conference article › Contributed › peer-review

View all research output (8)

Computational homogenization of arbitrary heterogeneous mesostructures with inelastic constitutive behavior using machine learning methods

Stöcker, J. P. (Speaker), Elsayed, E. S. (Involved person), Aldakheel, F. (Involved person), Kaliske, M. (Involved person)

5 Sept 2023 → 7 Sept 2023

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

Continuous Self-Adversarial Training of Recurrent Neural Network Based Constitutive Description

Khedkar, A. A. (Speaker), Stöcker, J. P. (Involved person), Zschocke, S. (Involved person), Kaliske, M. (Involved person)

30 May 2023 → 2 Jun 2023

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

FE-NN: efficient scale transition for arbitrary heterogeneous microstructures using neural networks

Stöcker, J. P. (Speaker), Elsayed, E. S. (Involved person), Aldakheel, F. (Involved person), Kaliske, M. (Involved person)

30 May 2023 → 2 Jun 2023

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

Neural network based computational homogenization of arbitrary heterogeneous elastic mesostructures

Stöcker, J. P. (Speaker), Elsayed, E. S. (Involved person), Aldakheel, F. (Involved person), Kaliske, M. (Involved person)

20 Mar 2023 → 21 Mar 2023

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

Self-Adversarial Training for enhanced robustness of neural network based inelastic constitutive descriptions

Stöcker, J. P. (Speaker), Fuchs, A. (Involved person), Leichsenring, F. (Involved person), Kaliske, M. (Involved person)

5 Jun 2022 → 9 Jun 2022

Activity: Talk or presentation at external institutions/events › Talk/Presentation › Contributed

View all activities (5)