Julien Philipp Stöcker
scientific staff
NameDipl.-Ing. Julien Philipp Stöcker
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publications
6 Entries
2024
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Algorithms for Robust Gradient-free Multicriteria Optimization , Feb 2024, 8 p.Research output: Contribution to conferences > Paper
2023
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Introduction of a Recurrent Neural Network Constitutive Description within an Implicit Gradient Enhanced Damage Framework , Dec 2023, In: Computers and Structures. 289, 289, 107162Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Continuous self-adversarial training of recurrent neural network-based constitutive description , 18 Sep 2023, In: Proceedings in applied mathematics and mechanics : PAMM. 23, 3Electronic (full-text) versionResearch output: Contribution to journal > Research article
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FE-NN: Efficient Scale Transition for Arbitrary Heterogeneous Microstructures using Neural Networks , 11 Sep 2023, In: Proceedings in applied mathematics and mechanics : PAMM. 23, 3, p. e202300011Electronic (full-text) versionResearch output: Contribution to journal > Research article
2022
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A novel self-adversarial training scheme for enhanced robustness of inelastic constitutive descriptions by neural networks , Jun 2022, In: Computers and Structures. 265, 265, 106774Electronic (full-text) versionResearch output: Contribution to journal > Research article
2020
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Entwicklung und Analyse eines Homogenisierungsansatzes auf Basis künstlicher neuronaler Netze und Proper Orthogonal Decomposition , 25 May 2020, 128 p.Research output: Types of Thesis > Diploma thesis