Imme Ebert-Uphoff
Orcid: 0000-0001-6470-1947
According to our database1,
Imme Ebert-Uphoff
authored at least 49 papers
between 1995 and 2024.
Collaborative distances:
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Bibliography
2024
Center-fixing of tropical cyclones using uncertainty-aware deep learning applied to high-temporal-resolution geostationary satellite imagery.
CoRR, 2024
Evaluation of Tropical Cyclone Track and Intensity Forecasts from Artificial Intelligence Weather Prediction (AIWP) Models.
CoRR, 2024
SRViT: Vision Transformers for Estimating Radar Reflectivity from Satellite Observations at Scale.
CoRR, 2024
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography.
AI Mag., 2024
Building Unified Global 3D Cloud Data From Multiple Satellites For Advancing Weather And Climate Research.
Proceedings of the IGARSS 2024, 2024
2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks.
CoRR, 2022
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience.
CoRR, 2022
A Primer on Topological Data Analysis to Support Image Analysis Tasks in Environmental Science.
CoRR, 2022
Can we integrate spatial verification methods into neural-network loss functions for atmospheric science?
CoRR, 2022
Investigating the fidelity of explainable artificial intelligence methods for applications of convolutional neural networks in geoscience.
CoRR, 2022
2021
The Need for Ethical, Responsible, and Trustworthy Artificial Intelligence for Environmental Sciences.
CoRR, 2021
CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences - Version 1.
CoRR, 2021
Neural Network Attribution Methods for Problems in Geoscience: A Novel Synthetic Benchmark Dataset.
CoRR, 2021
2020
Evaluation, Tuning and Interpretation of Neural Networks for Meteorological Applications.
CoRR, 2020
Development and Interpretation of a Neural Network-Based Synthetic Radar Reflectivity Estimator Using GOES-R Satellite Observations.
CoRR, 2020
Explainable Artificial Intelligence in Meteorology and Climate Science: Model Fine-Tuning, Calibrating Trust and Learning New Science.
Proceedings of the xxAI - Beyond Explainable AI, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
Physically Interpretable Neural Networks for the Geosciences: Applications to Earth System Variability.
CoRR, 2019
2017
Causal discovery in the geosciences - Using synthetic data to learn how to interpret results.
Comput. Geosci., 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
2015
Comput. Sci. Eng., 2015
Using Causal Discovery to Track Information Flow in Spatio-Temporal Data - A Testbed and Experimental Results Using Advection-Diffusion Simulations.
CoRR, 2015
2014
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
2006
IEEE Trans. Robotics, 2006
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006
2005
Overarching framework for measuring closeness to singularities of parallel manipulators.
IEEE Trans. Robotics, 2005
IEEE Trans. Robotics, 2005
2004
IEEE Trans. Robotics, 2004
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004
2003
IEEE Robotics Autom. Mag., 2003
Finger Sculpting with Digital Clay: 3D Shape Input and Output through a Computer-Controlled Real Surfac.
Proceedings of the 2003 International Conference on Shape Modeling and Applications (SMI 2003), 2003
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003
2002
Two Viewpoints on the Unconstrained Motion of Parallel Manipulators at or Near Singular Configurations.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002
2001
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001
Investigation of the Deficiencies of Parallel Manipulators in Singular Configurations Through the Jacobian Nullspace.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001
1999
Dynamic Modeling of a Class of Spatial Statically-Balanced Parallel Platform Mechanisms.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999
1998
Corrections To "Numerical Convolution On The Euclidean Group With Applications To Workspace Generation".
IEEE Trans. Robotics Autom., 1998
Numerical convolution on the Euclidean group with applications to workspace generation.
IEEE Trans. Robotics Autom., 1998
Discretely Actuated Manipulator Workspace Generation using Numerical Convolution on the Euclidean Group.
Proceedings of the IEEE International Conference on Robotics and Automation, 1998
1997
1996
J. Field Robotics, 1996
Inverse kinematics of discretely actuated hyper-redundant manipulators using workspace densities.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996
1995
J. Field Robotics, 1995