Efficient Exploration of Microstructure-Property Spaces via Active Learning
Morand, Lukas, Link, Norbert, Iraki, Tarek, Dornheim, Johannes, Helm, Dirk
Published in Frontiers in materials (14.02.2022)
Published in Frontiers in materials (14.02.2022)
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Journal Article
Neural Networks for Constitutive Modeling: From Universal Function Approximators to Advanced Models and the Integration of Physics
Dornheim, Johannes, Morand, Lukas, Nallani, Hemanth Janarthanam, Helm, Dirk
Published in Archives of computational methods in engineering (01.03.2024)
Published in Archives of computational methods in engineering (01.03.2024)
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Journal Article
Neural Networks for Constitutive Modeling -- From Universal Function Approximators to Advanced Models and the Integration of Physics
Dornheim, Johannes, Morand, Lukas, Nallani, Hemanth Janarthanam, Helm, Dirk
Year of Publication 28.02.2023
Year of Publication 28.02.2023
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Journal Article
Influences on the Mechanical Strength of Inkjet-Printed, Ag-Nanoparticle-Based Interconnects of Fine-Pitch Components
Voigt, Christian, Dornheim, Johannes, Muth, Alexander, Petersen, Matthias, Thielen, Nils, Franke, Jorg
Published in 2024 47th International Spring Seminar on Electronics Technology (ISSE) (15.05.2024)
Published in 2024 47th International Spring Seminar on Electronics Technology (ISSE) (15.05.2024)
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Conference Proceeding
Machine learning for structure-guided materials and process design
Morand, Lukas, Iraki, Tarek, Dornheim, Johannes, Sandfeld, Stefan, Link, Norbert, Helm, Dirk
Year of Publication 22.12.2023
Year of Publication 22.12.2023
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Journal Article
A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization
Iraki, Tarek, Morand, Lukas, Dornheim, Johannes, Link, Norbert, Helm, Dirk
Year of Publication 27.10.2021
Year of Publication 27.10.2021
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Journal Article
Deep Reinforcement Learning Methods for Structure-Guided Processing Path Optimization
Dornheim, Johannes, Morand, Lukas, Zeitvogel, Samuel, Iraki, Tarek, Link, Norbert, Helm, Dirk
Published in arXiv.org (07.07.2021)
Published in arXiv.org (07.07.2021)
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Paper
Journal Article
Machine learning for structure-guided materials and process design
Morand, Lukas, Iraki, Tarek, Dornheim, Johannes, Sandfeld, Stefan, Link, Norbert, Helm, Dirk
Published in arXiv.org (26.07.2024)
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Published in arXiv.org (26.07.2024)
Paper
Solderability of Injection Moldable Thermoset Resins for Use in 3D Mechatronic Integrated Devices
Haussler, Felix, Petillon, Simon, Dornheim, Johannes, Weser, Sascha, Eberhardt, Wolfgang, Zimmermann, Andre, Franke, Jorg
Published in 2020 43rd International Spring Seminar on Electronics Technology (ISSE) (01.05.2020)
Published in 2020 43rd International Spring Seminar on Electronics Technology (ISSE) (01.05.2020)
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Conference Proceeding