001029575 001__ 1029575 001029575 005__ 20240819204158.0 001029575 0247_ $$2doi$$a10.5281/ZENODO.13253918 001029575 037__ $$aFZJ-2024-05181 001029575 041__ $$aEnglish 001029575 1001_ $$0P:(DE-Juel1)188513$$aSarma, Rakesh$$b0$$eCorresponding author 001029575 1112_ $$aIEK-internal Seminar$$d2024-07-08 - 2024-07-08$$wGermany 001029575 245__ $$aDigital Twin Engine for Science: an ML Workflow perspective$$f2024-07-08 - 001029575 260__ $$c2024 001029575 3367_ $$033$$2EndNote$$aConference Paper 001029575 3367_ $$2DataCite$$aOther 001029575 3367_ $$2BibTeX$$aINPROCEEDINGS 001029575 3367_ $$2ORCID$$aLECTURE_SPEECH 001029575 3367_ $$0PUB:(DE-HGF)31$$2PUB:(DE-HGF)$$aTalk (non-conference)$$btalk$$mtalk$$s1724053655_8311$$xOther 001029575 3367_ $$2DINI$$aOther 001029575 520__ $$aThis presentation provides an overview on the ML workflow approach adopted in the interTwin project. Initially an introduction to the project is provided, followed by the details on the itwinai library, example of an integration of a use-case, and finally some conclusions are drawn and relevant links are provided. The presentation was part of an internal seminar at the Institut für Energie- und Klimaforschung (IEK) at Forschungszentrum Jülich. 001029575 536__ $$0G:(DE-HGF)POF4-5111$$a5111 - Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups (POF4-511)$$cPOF4-511$$fPOF IV$$x0 001029575 536__ $$0G:(EU-Grant)101058386$$ainterTwin - An interdisciplinary Digital Twin Engine for science (101058386)$$c101058386$$fHORIZON-INFRA-2021-TECH-01$$x1 001029575 588__ $$aDataset connected to DataCite 001029575 7001_ $$0P:(DE-Juel1)177985$$aRüttgers, Mario$$b1 001029575 7001_ $$00009-0008-5100-9300$$aBunino, Matteo$$b2 001029575 7001_ $$0P:(DE-Juel1)165948$$aLintermann, Andreas$$b3 001029575 773__ $$a10.5281/ZENODO.13253918 001029575 8564_ $$uhttps://zenodo.org/records/13253918 001029575 909CO $$ooai:juser.fz-juelich.de:1029575$$pec_fundedresources$$pVDB$$popenaire 001029575 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)188513$$aForschungszentrum Jülich$$b0$$kFZJ 001029575 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)177985$$aForschungszentrum Jülich$$b1$$kFZJ 001029575 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)165948$$aForschungszentrum Jülich$$b3$$kFZJ 001029575 9131_ $$0G:(DE-HGF)POF4-511$$1G:(DE-HGF)POF4-510$$2G:(DE-HGF)POF4-500$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$9G:(DE-HGF)POF4-5111$$aDE-HGF$$bKey Technologies$$lEngineering Digital Futures – Supercomputing, Data Management and Information Security for Knowledge and Action$$vEnabling Computational- & Data-Intensive Science and Engineering$$x0 001029575 9141_ $$y2024 001029575 9201_ $$0I:(DE-Juel1)JSC-20090406$$kJSC$$lJülich Supercomputing Center$$x0 001029575 980__ $$atalk 001029575 980__ $$aVDB 001029575 980__ $$aI:(DE-Juel1)JSC-20090406 001029575 980__ $$aUNRESTRICTED