15 citations · 16 across the 4 of their papers we have counts for
4 papers
Multi-resolution Dynamic Mode Decomposition for Damage Detection in Wind Turbine Gearboxes
Paolo Climaco, Jochen Garcke, Rodrigo Iza-Teran
We introduce an approach for damage detection in gearboxes based on the analysis of sensor data with the multi-resolution dynamic mode decomposition (mrDMD). The application focus…
Analysis and Prediction of Deforming 3D Shapes using Oriented Bounding Boxes and LSTM Autoencoders
Sara Hahner, Rodrigo Iza-Teran, Jochen Garcke
For sequences of complex 3D shapes in time we present a general approach to detect patterns for their analysis and to predict the deformation by making use of structural components…
A Compact Spectral Descriptor for Shape Deformations
Skylar Sible, Rodrigo Iza-Teran, Jochen Garcke +2
Modern product design in the engineering domain is increasingly driven by computational analysis including finite-element based simulation, computational optimization, and modern d…
A Geometrical Method for Low-Dimensional Representations of Simulations
Rodrigo Iza-Teran, Jochen Garcke
We propose a new data analysis approach for the efficient post-processing of bundles of finite element data from numerical simulations. The approach is based on the mathematical pr…