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Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport(Universität Stuttgart)
Jun 26, 2025Surrogate models for groundwater flow simulations
Raw and prepared datasets and trained models for the publication "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport", including randomized and real permeability fields, on different domain sizes (12.8kmx12.8km and double the size for scaling tests); DDUNet- and LGCNN architectures
Lemniscate.mp4
Jun 26, 2025 - Experiment Video for Model Predictive Path-Following Control of a Quadrotor
MPEG-4 Video - 4.1 MB - MD5: 9110fa67576c6b32780b1a0f022b3024
211213_loehle_MetSpec_WS.pdf
211213_loehle_MetSpec_WS.pdf
Jun 24, 2025 - Data from the MetSpec Experiments
Adobe PDF - 553.3 KB - MD5: dfea32224c5291e144f827645dc9591b
211213_MetSpec_ME.pptx
Jun 24, 2025 - Data from the MetSpec Experiments
MS Powerpoint - 6.0 MB - MD5: 653db6632372ee1aa385a18598b64cfa
211213_MetSpec_Temperature.pptx
Jun 24, 2025 - Data from the MetSpec Experiments
MS Powerpoint - 1015.8 KB - MD5: 4d1ea4fd6387fc053ba8fbd9e5032cb1
Matlovic_MetSpec-WS-12-2021.pdf
Matlovic_MetSpec-WS-12-2021.pdf
Jun 24, 2025 - Data from the MetSpec Experiments
Adobe PDF - 923.2 KB - MD5: c315432addc9456c04fc56d2914a542e
MetSpec virtual Workshop on 13.12.2021 ONERA.pdf
MetSpec virtual Workshop on 13.12.2021 ONERA.pdf
Jun 24, 2025 - Data from the MetSpec Experiments
Adobe PDF - 388.6 KB - MD5: e98981436872d2e3f0200924f5958f0d
MetSpec_Workshop_FragmentationSlides.pdf
MetSpec_Workshop_FragmentationSlides.pdf
Jun 24, 2025 - Data from the MetSpec Experiments
Adobe PDF - 283.5 KB - MD5: d32e4c31a41604e7c26493e025c05d93
Ranjith_MetSpec_Workshop_Dec2021.pdf
Jun 24, 2025 - Data from the MetSpec Experiments
Adobe PDF - 3.2 MB - MD5: 3a01380008bad8b04e48710d4e9fb8ad
200714_AMOS_KOS_2_20-07-14_11-37-36_Compressed.avi
Jun 24, 2025 - Data from the MetSpec Experiments
AVI Video - 29.1 MB - MD5: 51be477a6e88efe550a8ffad9666d2a0
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