publications
53 Entries
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
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Data Science in Economics: Comprehensive Review of Advanced Machine Learning and Deep Learning Methods , 2020, In: Mathematics. 2020, 10, p. 1-25, 25 p.Electronic (full-text) versionResearch output: Contribution to journal > Review article
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Smart Structural Health Monitoring of Flexible Pavements Using Machine Learning Methods , 2020, In: Coatings. 10, 11, p. 2-18, 17 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2019
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Empowering the Application of Machine Learning Techniques through Simulation Data Management , 2019, Proceedings of the automotive CAE Grand Challenge 2019. carhs GmbH, p. 1-17, 17 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Estimation of spot weld design parameters using deep learning , 2019, Proceedings of the 12th European LS-DYNA Conference. DYNAmore GmbH, p. 1-16, 16 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2018
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A comparative study of machine learning approaches for modeling concrete failure surfaces , 2018, In: Advances in Engineering Software. 2018, 116, p. 67-79, 13 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2017
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Application of Model Order Reduction Techniques in LS-DYNA , 2017, Proceedings of the 11th European LS-DYNA Conference. DYNAmore GmbH, p. 1-9, 9 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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„Behinderst du noch oder inkludierst du schon?“ Das Projekt „Barrierefreies Leit - und Orientierungssystem“ an der TU Dresden. Ein zentraler Baustein auf dem Weg zu einer inklusiven Hochschule. , 2017, p. 1-31, 31 p.Electronic (full-text) versionResearch output: Contribution to conferences > Presentation slides
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Fuzzy modeling of wave-shielding under consideration of cost-effectiveness for an efficient reduction of uncertainty , 2017, In: Advances in Engineering Software. 109, p. 53-61, 9 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
2016
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Prozess- und Zerreis-Simulationen von punktförmigen Verbindungen im Automobilbau unter Berücksichtigung unscharfer Prozess-Parameter , 2016, p. 1-21, 21 p.Electronic (full-text) versionResearch output: Contribution to conferences > Presentation slides