Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
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Session Overview |
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S15.01: Machine Learning and Inverse Problems
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| External Resource: https://uni-kassel.zoom.us/my/zgamm15 | ||
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8:30am - 8:50am
A neural network-based ensemble filter for non-linear data assimilation 1Chair of Mathematics for Uncertainty Quantification, Department of Mathematics, RWTH-Aachen University; 2Institute for Scientific Computing, Technische Universität Braunschweig 8:50am - 9:10am
Constitutive artificial neural networks: a general anisotropic constitutive modeling framework utilizing machine learning 1RWTH Aachen University, Germany; 2Hamburg University of Technology; 3Helmholtz-Zentrum Geesthacht 9:10am - 9:30am
Physics informed neural networks for homogenization of complex microstructures 1Chair of Engineering Mechanics, University of Paderborn; 2Institute of Continuum Mechanics, Leibniz University Hannover 9:30am - 9:50am
Chance-constrained optimal control of a gas-to-power system 1Technical University of Munich, Germany; 2University of Mannheim, Germany 9:50am - 10:10am
Influence of geometrical variation on mechanical properties of fibrous paper materials: a multivariate regression analysis TU Darmstadt, Germany | ||
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