Julien Philipp Stöcker Dipl.-Ing.Person
Person
- Chair of Structural Analysis- Academic Staff
Related content
- Research output
- Activities
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, 289, 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., 18 Sept 2023, In: Proceedings in applied mathematics and mechanics : PAMM.Research output: Contribution to journal › Research article › Contributed › peer-review
FE-NN: Efficient Scale Transition for Arbitrary Heterogeneous Microstructures using Neural Networks
Stöcker, J. P., Elsayed, E. S., Aldakheel, F. & Kaliske, M., 11 Sept 2023, In: Proceedings in applied mathematics and mechanics : PAMM. 2023, p. e202300011Research output: Contribution to journal › Research article › Contributed › peer-review
A novel self-adversarial training scheme for enhanced robustness of inelastic constitutive descriptions by neural networks
Stöcker, J. P., Fuchs, A., Leichsenring, F. & Kaliske, M., Jun 2022, In: Computers & structures. 265, 265, 106774.Research output: Contribution to journal › Research article › Contributed › peer-review
Entwicklung und Analyse eines Homogenisierungsansatzes auf Basis künstlicher neuronaler Netze und Proper Orthogonal Decomposition
Stöcker, J. P., 25 May 2020, 128 p.Research output: Types of Thesis › Diploma thesis
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