Willi Rath

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Geospatial Data

Statistical Models

Echo State Networks

Top Venues

Inform. Spektrum

Publications

Marco Landt-Hayen, Yannick Wölker, Willi Rath, Martin Claus
A Bottom-Up Sampling Strategy for Reconstructing Geospatial Data from Ultra Sparse Inputs. ADMA (1) (2023)
Marco Landt-Hayen, Willi Rath, Sebastian Wahl, Martin Claus
CICMoD - A Climate Index Collection Benchmark (Data and Resources Paper). SIGSPATIAL/GIS (2023)
Marco Landt-Hayen, Peer Kröger, Willi Rath, Martin Claus
Reconstruct Geospatial Data from Ultra Sparse Inputs to Predict Climate Events. e-Science (2023)
Marco Landt-Hayen, Willi Rath, Martin Claus, Peer Kröger
Fact or Artifact? Revise Layer-wise Relevance Propagation on various ANN Architectures. CoRR (2023)
Marco Landt-Hayen, Peer Kröger, Martin Claus, Willi Rath
It's a long way! Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability. CoRR (2022)
Martin Claus, Sven Gundlach, Wilhelm Hasselbring, Reiner Jung, Willi Rath, Henning Schnoor
Modularizing Earth system models for interactive simulation. Inform. Spektrum 45 (5) (2022)
Dilip Jagadeeshwarswamy Hiremath, Martin Claus, Wilhelm Hasselbring, Willi Rath
Towards Automated Metamorphic Test Identification for Ocean System Models. CoRR (2021)
Dilip J. Hiremath, Martin Claus, Wilhelm Hasselbring, Willi Rath
Towards Automated Metamorphic Test Identification for Ocean System Models. MET@ICSE (2021)
Carola Trahms, Patricia Handmann, Willi Rath, Martin Visbeck, Matthias Renz
Where have all the larvae gone? Towards Fast Main Pathway Identification from Geospatial Trajectories. SSTD (2021)
Dilip J. Hiremath, Martin Claus, Wilhelm Hasselbring, Willi Rath
Automated identification of metamorphic test scenarios for an ocean-modeling application. AITest (2020)
Dilip J. Hiremath, Martin Claus, Wilhelm Hasselbring, Willi Rath
Automated identification of metamorphic test scenarios for an ocean-modeling application. CoRR (2020)