PN 5-6

SimTech Project PN 5-6 "Physics-informed ANNs for dynamic, distributed and stochastic systems"

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1 to 10 of 764 Results

Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator Feb 15, 2023 - PN 5 Kohlhaas, Rebecca; Kröker, Ilja; Oladyshkin, Sergey; Nowak, Wolfgang, 2023, "Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator", https://doi.org/10.18419/DARUS-2829, DaRUS, V1 This folder contains the code for the aMR-PC toolbox by Ilja Kröker in the version used for the code in GALMAP_code. This toolbox was also used for Kröker et al. 2022 Link to current version of the toolbox here Data This folder contains inputs and simulated outputs of the CO_2 benchmark from here and referenced in Köppel et al. 2019 There are a set...
aMRPCclass.py Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator Python Source Code - 5.3 KB - MD5: 9b2991df66556aa9485ee028967c2b86
data_load.py Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator Python Source Code - 1.6 KB - MD5: 42a79cc440a6592a635618239dd3b933
datatools.py Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator Python Source Code - 33.6 KB - MD5: 080913eb5052de2bb4765b6527dde6bf
error_Nr1_No1_iterations100.png Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator PNG Image - 82.8 KB - MD5: 522a56e04200360b57da2fdf12f529aa
error_Nr1_No1_iterations100.png Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator PNG Image - 100.4 KB - MD5: be580446c9f6d17cbd25752d7f842bf5
error_Nr1_No1_iterations100.png Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator PNG Image - 82.1 KB - MD5: cf19c184fd36f1e4ace2ab196a2cfff1
GAL11100.txt Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator Plain Text - 1.9 MB - MD5: ca85a4c0011985f9aa30d9aeec78fcfa
GALMaP11100.txt Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator Plain Text - 1.9 MB - MD5: dc264e2f41c1bf712a27156d211844da
GALMaPAT11100.txt Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator Plain Text - 1.9 MB - MD5: 5ba18843f701a0ab34e863e9aa6ef830

Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

Feb 15, 2023 - PN 5

Kohlhaas, Rebecca; Kröker, Ilja; Oladyshkin, Sergey; Nowak, Wolfgang, 2023, "Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator", https://doi.org/10.18419/DARUS-2829, DaRUS, V1

This folder contains the code for the aMR-PC toolbox by Ilja Kröker in the version used for the code in GALMAP_code. This toolbox was also used for Kröker et al. 2022 Link to current version of the toolbox here Data This folder contains inputs and simulated outputs of the CO_2 benchmark from here and referenced in Köppel et al. 2019 There are a set...

aMRPCclass.py

Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

Python Source Code - 5.3 KB -

data_load.py

Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

Python Source Code - 1.6 KB -

datatools.py

Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

Python Source Code - 33.6 KB -

error_Nr1_No1_iterations100.png

Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

PNG Image - 82.8 KB -

error_Nr1_No1_iterations100.png

Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

PNG Image - 100.4 KB -

error_Nr1_No1_iterations100.png

Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

PNG Image - 82.1 KB -

GAL11100.txt

Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

Plain Text - 1.9 MB -

GALMaP11100.txt

Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

Plain Text - 1.9 MB -

GALMaPAT11100.txt

Feb 15, 2023 - Gaussian active learning on multi-resolution arbitrary polynomial chaos emulator

Plain Text - 1.9 MB -

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