publications

2024

• Setup for ML-Based Prediction of Concrete Rheology from 3D Slump Test GeometryGomzyakov, A., Taubert, M., Sokolov, D., Reuter, U. & Mechtcherine, V., 2024, Fourth RILEM International Conference on Concrete and Digital Fabrication: Digital Concrete 2024. Springer International Publishing, p. 174 - 181, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2023

• A stochastic neural network based approach for metamodelling of mechanical asphalt concrete propertiesEmig, J., Reuter, U., Bolz, P. G., Leischner, S. & Canon Falla, G. A., 6 Dec 2023, In: International Journal of Pavement Engineering. 24, 1, 17 p., 2177650Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Ein Ausblick zum Umgang mit nicht-probabilistischer UngewissheitReuter, U. & Schwiersch, N. M., 2023, DWA Regelwerk : Merkblatt DWA-M 520 Probabilistische Methoden im Wasserbau. DWA, Dt. Vereinigung für Wasserwirtschaft, Abwasser und Abfall, p. 106-110, 5 p.Research output: Contribution to book/conference proceedings/anthology/report > Chapter in book/anthology/report
• Similar part identification integrating machine learning approaches with a SDM workflowReuter, U., Pintado, M., Thiele, M., Pillai, A. & Moldering, F., 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

• Deep learning fuzzy immersion and invariance control for type-I diabetesMosavi, A. H., Mohammadzadeh, A., Rathinasamy, S., Zhang, C., Reuter, U., Levente, K. & Adeli, H., Oct 2022, In: Computers in Biology and Medicine. 149, p. 1, 14 p., 105975Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A novel approach for automatic detection of linear and nonlinear dependencies between data by means of autoencodersReuter, U., Jayaram, A., Rezkalla, M. & Weber, W., 2022, In: Neurocomputing. 471, p. 285-295, 11 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article

2021

• Crack propagation modeling of strengthening reinforced concrete deep beams with CFRP platesShahbazpanahi, S., Karim, H., Abdullah, W., Reuter, U. & Mosavi, A., Sep 2021, In: Materials Research Express. 8, 9, 095502Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Analysis of LS-DYNA MOR Approaches for Application in Crash Analysis and Integration in SDM WorkflowsEl Khatib, Z., Reuter, U. & Thiele, M., 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
• Structural optimization of transmission towers using a novel Genetic Algorithm approach with a variable length genomeKhodzhaiev, M. & Reuter, U., 2021, In: Engineering Structures. 240, 112306Electronic (full-text) versionResearch output: Contribution to journal > Research article
• The Effect of Incorporating Industrials Wastewater on Durability and Long-Term Strength of ConcreteNasseralshariati, E., Mohammadzadeh, D., Karballaeezadeh, N., Mosavi, A., Reuter, U. & Saatcioglu, M., 2021, In: Materials. 2021, 15, p. 1-24, 24 p., 4088Electronic (full-text) versionResearch output: Contribution to journal > Research article