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2020 – today
- 2025
[c5]Jonas Teufel
, Annika Leinweber, Pascal Friederich:
Improving Counterfactual Truthfulness for Molecular Property Prediction Through Uncertainty Quantification. xAI (5) 2025: 317-339- [i6]Daniel Hollarek, Henrik Schopmans, Jona Östreicher, Jonas Teufel, Bin Cao, Adie Alwen, Simon Schweidler, Mriganka Singh, Tim Kodalle, Hanlin Hu, Gregoire Heymans, Maged Abdelsamie, Arthur Hardiagon, Alexander Wieczorek, Siarhei Zhuk, Ruth Schwaiger, Sebastian Siol, François-Xavier Coudert, Moritz Wolf, Carolin M. Sutter-Fella, Ben Breitung, Andrea M. Hodge, Tong-yi Zhang, Pascal Friederich:
opXRD: Open Experimental Powder X-ray Diffraction Database. CoRR abs/2503.05577 (2025) - [i5]Jonas Teufel, Annika Leinweber, Pascal Friederich:
Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification. CoRR abs/2504.02606 (2025) - 2024
- [c4]Jonas Teufel, Pascal Friederich:
Global Concept Explanations for Graphs by Contrastive Learning. xAI (1) 2024: 184-208 - [i4]Jonas Teufel, Pascal Friederich:
Global Concept Explanations for Graphs by Contrastive Learning. CoRR abs/2404.16532 (2024) - 2023
- [c3]Jonas Teufel, Luca Torresi, Patrick Reiser, Pascal Friederich:
MEGAN: Multi-explanation Graph Attention Network. xAI (2) 2023: 338-360 - [c2]Jonas Teufel, Luca Torresi, Pascal Friederich:
Quantifying the Intrinsic Usefulness of Attributional Explanations for Graph Neural Networks with Artificial Simulatability Studies. xAI (2) 2023: 361-381 - [i3]Jonas Teufel, Luca Torresi, Pascal Friederich:
Quantifying the Intrinsic Usefulness of Attributional Explanations for Graph Neural Networks with Artificial Simulatability Studies. CoRR abs/2305.15961 (2023) - [i2]Hunter Sturm, Jonas Teufel, Kaitlin A. Isfeld, Pascal Friederich, Rebecca L. Davis:
Mitigating Molecular Aggregation in Drug Discovery with Predictive Insights from Explainable AI. CoRR abs/2306.02206 (2023) - 2022
- [i1]Jonas Teufel, Luca Torresi, Patrick Reiser, Pascal Friederich:
MEGAN: Multi-Explanation Graph Attention Network. CoRR abs/2211.13236 (2022) - 2021
- [c1]Esther Bischoff, Jonas Teufel, Jairo Inga, Sören Hohmann:
Towards interactive coordination of heterogeneous robotic teams - Introduction of a reoptimization framework. SMC 2021: 1380-1386
Coauthor Index
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