publications
52 Entries
2023
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A stochastic neural network based approach for metamodelling of mechanical asphalt concrete properties , 6 Dec 2023, In: International Journal of Pavement Engineering. 24, 1, 17 p., 2177650Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Ein Ausblick zum Umgang mit nicht-probabilistischer Ungewissheit , 2023, DWA Regelwerk : Merkblatt DWA-M 520 Probabilistische Methoden im Wasserbau. Deutsche Vereinigung für Wasserwirtschaft, Abwasser und Abfall e. V. (DWA), p. 106-110, 5 p.Research output: Contribution to book/conference proceedings/anthology/report > Chapter in book/anthology/report
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Similar part identification integrating machine learning approaches with a SDM workflow , 2023, Proceedings of the 14th European LS-DYNA Conference. DYNAmore GmbH, p. 1-9, 9 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Chapter in book/anthology/report
2022
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Deep learning fuzzy immersion and invariance control for type-I diabetes , Oct 2022, In: Computers in Biology and Medicine. 149, p. 1, 14 p., 105975Electronic (full-text) versionResearch output: Contribution to journal > Research article
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A novel approach for automatic detection of linear and nonlinear dependencies between data by means of autoencoders , 2022, In: Neurocomputing. 471, p. 285-295, 11 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2021
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Analysis of LS-DYNA MOR Approaches for Application in Crash Analysis and Integration in SDM Workflows , 2021, Proceedings of the 13th European LS-DYNA Conference. DYNAmore GmbH, p. 1-25, 25 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Crack propagation modeling of strengthening reinforced concrete deep beams with CFRP plates , 2021, In: Materials Research Express. 9Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Structural optimization of transmission towers using a novel Genetic Algorithm approach with a variable length genome , 2021, In: Engineering Structures. 240Electronic (full-text) versionResearch output: Contribution to journal > Research article
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The Effect of Incorporating Industrials Wastewater on Durability and Long-Term Strength of Concrete , 2021, In: Materials. 2021, 15, p. 1-24, 24 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2020
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COVID-19 Outbreak Prediction with Machine Learning , 2020, In: Algorithms. 13, 10, p. 1-36, 36 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article