Software Open Access
Frank McKenna; Nikhil Padhye; Charles Wang; Peter Mackenzie-Helnwein; Michael Gardner
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Uncertainty Quantification, Finite Element Method, Bayesian Calibration, Optimization</subfield> </datafield> <controlfield tag="005">20230421170709.0</controlfield> <datafield tag="500" ind1=" " ind2=" "> <subfield code="a">The SimCenter is supported by a grant from the National Science Foundation (#1612843).</subfield> </datafield> <controlfield tag="001">1439497</controlfield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">University of California, Berkeley</subfield> <subfield code="a">Nikhil Padhye</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">University of California, Berkeley</subfield> <subfield code="a">Charles Wang</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">University of Washington</subfield> <subfield code="a">Peter Mackenzie-Helnwein</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">University of California, Berkeley</subfield> <subfield code="a">Michael Gardner</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">524707</subfield> <subfield code="z">md5:bd5d626602aecd837d309e83c1801c58</subfield> <subfield code="u">https://zenodo.org/record/1439497/files/NHERI-SimCenter/uqFEM-v1.1.0.zip</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2018-10-01</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="p">software</subfield> <subfield code="p">user-nheri-simcenter</subfield> <subfield code="o">oai:zenodo.org:1439497</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="u">University of California, Berkeley</subfield> <subfield code="a">Frank McKenna</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">NHERI-SimCenter/uqFEM: Release V1.1.0</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-nheri-simcenter</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="a">Other (Open)</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><p>The official homepage for the uqFEM is <a href="https://simcenter.designsafe-ci.org/research-tools/uqfem-application/">https://simcenter.designsafe-ci.org/research-tools/uqfem-application/</a></p> <p>The uqFEM application is intended to advance the use of uncertainty quantification and optimization within the field natural hazards engineering. The application achieves this by combining existing finite element applications, e.g. FEAPpv, with uncertainty quantification (UQ) applications, e.g. Dakota, behind a simple user interface (UI). The combined application will enhance the finite element applications with uncertainty quantification and optimization capabilities. To overcome the issue of computational overhead, which typically precludes these types of probabilistic analysis from being performed, the user has the option of specifying that the simulations take place on HPC resources, e.g. the TACC Stampede supercomputer made available through DesignSafe-ci.</p> <p>The specific types of analyses that the uqFEM application provides are:</p> <ul> <li>Uncertainty Quantification</li> <li>Calibration and Bayesian Calibration</li> <li>Optimization</li> <li>Sensitivity</li> </ul></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">url</subfield> <subfield code="i">isSupplementTo</subfield> <subfield code="a">https://github.com/NHERI-SimCenter/uqFEM/tree/v1.1.0</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.1410700</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.1439497</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">software</subfield> </datafield> </record>
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Data volume | 2.3 GB | 8.9 MB |
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Unique downloads | 92 | 15 |