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Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron
341citations -
Mechanical modeling of the maturation process for tissue-engineered implants: application to biohybrid heart valves2023 RWTH Publications (RWTH Aachen) article Engineering Elasticity and Material Modeling Open access
Mahmoud Sesa, Hagen Holthusen, Lukas Lamm, Christian Böhm, Tim Brepols, Stefan Jockenhövel, +1 more
0citations -
Ex-situ mineral carbonation – A parameter study on carbon mineralisation in an autoclave as part of a large-scale utilisation process2022 Journal of CO2 Utilization article Environmental Science CO2 Sequestration and Geologic Interactions Open access
Dario Kremer, Christian Dertmann, Simon Etzold, Rainer Telle, Bernd G. Friedrich, Hermann Wotruba
32citations -
Characterization of crystallization kinetics in Polyamide 6 with a focus on modeling the thermoforming process: experiments, modeling, simulations2023 Continuum Mechanics and Thermodynamics article Materials Science Polymer crystallization and properties Open access
Marie‐Christine Reuvers, Tim Brepols, Stefanie Reese, Michael Johlitz, Alexander Lion
21citations -
Development of a High-Fidelity Framework to Describe the Process-Dependent Viscoelasticity of a Fast-Curing Epoxy Matrix Resin including Testing, Modelling, Calibration and Validation
Johannes Gerritzen, M. Müller, Jonas Müller, Benjamin Gröger, Niklas Lorenz, Christian Hopmann, +1 more
12citations -
Influence of process parameters on the adsorption properties of zeolite 13X2024 Journal of Chemists Technologists and Environmentalists article Chemistry Zeolite Catalysis and Synthesis Open access
Ognjen Stojkić, Radislav Filipović, Mladen Janković, Duško Kostić, Mitar Perušić, Srećko R. Stopić, +1 more
0citations -
Synthetic Data Generation for Process-Specific Nominal Geometry in Fused Deposition Modeling2026 Procedia CIRP article Engineering Additive Manufacturing and 3D Printing Technologies Open access
Jonas Großeheide, Kilian Geiger, Mateus Bortoli Harano, Dominik Wolfschläger, Robert Heinrich Schmitt
0citations