Session
| ||

S15.01: Machine Learning and Inverse Problems
| ||

External Resource: https://uni-kassel.zoom.us/my/zgamm15 | ||

Presentations
| ||

8:30am - 8:50am
A neural network-based ensemble filter for non-linear data assimilation
8:50am - 9:10am
Constitutive artificial neural networks: a general anisotropic constitutive modeling framework utilizing machine learning
9:10am - 9:30am
Physics informed neural networks for homogenization of complex microstructures
9:30am - 9:50am
Chance-constrained optimal control of a gas-to-power system
9:50am - 10:10am
Influence of geometrical variation on mechanical properties of fibrous paper materials: a multivariate regression analysis TU Darmstadt, Germany |