16 citations · 23 across the 5 of their papers we have counts for
5 papers
Fact or Artifact? Revise Layer-wise Relevance Propagation on various ANN Architectures
Marco Landt-Hayen, Willi Rath, Martin Claus +1
Layer-wise relevance propagation (LRP) is a widely used and powerful technique to reveal insights into various artificial neural network (ANN) architectures. LRP is often used in t…
Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability
Marco Landt-Hayen, Peer Kröger, Martin Claus +1
Artificial neural networks (ANNs) are known to be powerful methods for many hard problems (e.g. image classification, speech recognition or time series prediction). However, these…
Towards Automated Metamorphic Test Identification for Ocean System Models
Dilip Jagadeeshwarswamy Hiremath, Martin Claus, Wilhelm Hasselbring +1
Metamorphic testing seeks to verify software in the absence of test oracles. Our application domain is ocean system modeling, where test oracles rarely exist, but where symmetries…
Automated identification of metamorphic test scenarios for an ocean-modeling application
Dilip J. Hiremath, Martin Claus, Wilhelm Hasselbring +1
Metamorphic testing seeks to validate software in the absence of test oracles. Our application domain is ocean modeling, where test oracles often do not exist, but where symmetries…
Anomalous discrete chiral symmetry in the Gross-Neveu model and loop gas simulations
Oliver Bär, Willi Rath, Ulli Wolff
We investigate the discrete chiral transformation of a Majorana fermion on a torus. Depending on the boundary conditions the integration measure can change sign. Taking this anomal…