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Garcke, Jochen
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1

The Signature Transform in Numerics and Machine Learning:

Paparella, Biagio , 2024
Link: https://nbn-resolving.or..
 
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2

Unsupervised Representation Learning for Diverse Deformable..:

, In: 2024 International Conference on 3D Vision (3DV),
Hahner, Sara ; Attaiki, Souhaib ; Garcke, Jochen. - p. 1594-1604 , 2024
Link: https://doi.org/10.1109/..
 
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3

Interpretable deep learning for studying the Earth system 

Soil-moisture-precipitation coupling across Europe 
Tesch, Jan Tobias , 2023
Link: https://nbn-resolving.de..
 
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4

Informed Machine Learning: Integrating Prior Knowledge into..:

von Rüden, Laura , 2023
Link: https://nbn-resolving.de..
 
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5

Explainable Machine Learning:

Garcke, Jochen ; Roscher, Ribana
Machine Learning and Knowledge Extraction.  5 (2023)  1 - p. 169-170 , 2023
Link: https://doi.org/10.3390/..
 
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6

Overcoming Deceptive Rewards with Quality-Diversity:

, In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation,
Feiden, Arno ; Garcke, Jochen - p. 279-282 , 2023
Link: https://dl.acm.org/doi/1..
 
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7

Causal deep learning models for studying the Earth system:

Tesch, Tobias ; Kollet, Stefan ; Garcke, Jochen
Geoscientific Model Development.  16 (2023)  8 - p. 2149-2166 , 2023
Link: https://doi.org/10.5194/..
 
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8

Graph Extraction for Assisting Crash Simulation Data Analys..:

, In: Graph-Based Representation and Reasoning; Lecture Notes in Computer Science,
Pakiman, Anahita ; Garcke, Jochen ; Schumacher, Axel - p. 171-185 , 2023
Link: https://doi.org/10.1007/..
 
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9

Knowledge discovery assistants for crash simulations with g..:

Pakiman, Anahita ; Garcke, Jochen ; Schumacher, Axel
Applied Intelligence.  53 (2023)  16 - p. 19217-19236 , 2023
Link: https://doi.org/10.1007/..
 
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10

How Does Knowledge Injection Help in Informed Machine Learn..:

, In: 2023 International Joint Conference on Neural Networks (IJCNN),
von Rueden, Laura ; Garcke, Jochen ; Bauckhage, Christian - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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11

Foresight Social-aware Reinforcement Learning for Robot Nav..:

, In: 2023 35th Chinese Control and Decision Conference (CCDC),
Zhou, Yanying ; Li, Shijie ; Garcke, Jochen - p. 3501-3507 , 2023
Link: https://doi.org/10.1109/..
 
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12

Multi-resolution dynamic mode decomposition for damage dete..:

Climaco, Paolo ; Garcke, Jochen ; Iza-Teran, Rodrigo
Data-Centric Engineering.  4 (2023)  - p. , 2023
Link: https://doi.org/10.1017/..
 
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13

The Elements of Flexibility for Task-Performing Systems:

Mayer, Sebastian ; Sotto, Leo Francoso Dal Piccol ; Garcke, Jochen
IEEE Access.  11 (2023)  - p. 8029-8056 , 2023
Link: https://doi.org/10.1109/..
 
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14

Canonical convolutional neural networks:

, In: 2022 International Joint Conference on Neural Networks (IJCNN),
Veeramacheneni, Lokesh ; Wolter, Moritz ; Klein, Reinhard. - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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15

Method for automated detection of outliers in crash simulat..:

Kracker, David ; Dhanasekaran, Revan Kumar ; Schumacher, Axel.
International Journal of Crashworthiness.  28 (2022)  1 - p. 96-107 , 2022
Link: https://doi.org/10.1080/..
 
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