001005512 001__ 1005512
001005512 005__ 20240529111717.0
001005512 037__ $$aFZJ-2023-01512
001005512 1001_ $$0P:(DE-Juel1)195622$$aRobledo, Jose Ignacio$$b0$$ufzj
001005512 1112_ $$aEighth European Conference on Neutron Scattering$$cTUM Department of Mechanical Engineering and the new Science Congress Center Munich$$d2023-03-19 - 2023-03-23$$gECNS 2023$$wGermany
001005512 245__ $$aVirtual experiments at the KWS-1 instrument with VITESS to assist training of machine learning algorithms
001005512 260__ $$c2023
001005512 3367_ $$033$$2EndNote$$aConference Paper
001005512 3367_ $$2BibTeX$$aINPROCEEDINGS
001005512 3367_ $$2DRIVER$$aconferenceObject
001005512 3367_ $$2ORCID$$aCONFERENCE_POSTER
001005512 3367_ $$2DataCite$$aOutput Types/Conference Poster
001005512 3367_ $$0PUB:(DE-HGF)24$$2PUB:(DE-HGF)$$aPoster$$bposter$$mposter$$s1679317182_7765$$xInvited
001005512 520__ $$aVITESS [1] is a Monte Carlo based simulation package for neutron ray-tracing now hosted by the Forschungszentrum Jülich. We show the VITESS simulation results of the KWS-I Small Angle Neutron Scattering (SANS) instrument at the FRM-II research reactor and compare them with experimental measurements. With the instrument correctly simulated, it is possible to generate a synthetic database of enough size for machine learning algorithm training tasks, which would be difficult otherwise to obtain due to long measurement times in Small Angle Neutron Scattering experiments. In this work we show the potential of this approach and discuss its advantages and disadvantages.[1] C. Zendler, K. Lieutenant, D. Nekrassov, M. Fromme, Vitess 3 – Virtual Instrumentation Tool for the European Spallation, J. Phys. Conf. Ser. 528 (2014) 012036.
001005512 536__ $$0G:(DE-HGF)POF4-632$$a632 - Materials – Quantum, Complex and Functional Materials (POF4-632)$$cPOF4-632$$fPOF IV$$x0
001005512 536__ $$0G:(DE-HGF)POF4-6G4$$a6G4 - Jülich Centre for Neutron Research (JCNS) (FZJ) (POF4-6G4)$$cPOF4-6G4$$fPOF IV$$x1
001005512 693__ $$0EXP:(DE-MLZ)KWS1-20140101$$1EXP:(DE-MLZ)FRMII-20140101$$5EXP:(DE-MLZ)KWS1-20140101$$6EXP:(DE-MLZ)NL3b-20140101$$aForschungs-Neutronenquelle Heinz Maier-Leibnitz $$eKWS-1: Small angle scattering diffractometer$$fNL3b$$x0
001005512 7001_ $$0P:(DE-Juel1)130646$$aFrielinghaus, Henrich$$b1$$ufzj
001005512 7001_ $$0P:(DE-Juel1)178839$$aLieutenant, Klaus$$b2$$ufzj
001005512 909CO $$ooai:juser.fz-juelich.de:1005512$$pVDB$$pVDB:MLZ
001005512 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)195622$$aForschungszentrum Jülich$$b0$$kFZJ
001005512 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)130646$$aForschungszentrum Jülich$$b1$$kFZJ
001005512 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)178839$$aForschungszentrum Jülich$$b2$$kFZJ
001005512 9131_ $$0G:(DE-HGF)POF4-632$$1G:(DE-HGF)POF4-630$$2G:(DE-HGF)POF4-600$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$aDE-HGF$$bForschungsbereich Materie$$lVon Materie zu Materialien und Leben$$vMaterials – Quantum, Complex and Functional Materials$$x0
001005512 9131_ $$0G:(DE-HGF)POF4-6G4$$1G:(DE-HGF)POF4-6G0$$2G:(DE-HGF)POF4-600$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$aDE-HGF$$bForschungsbereich Materie$$lGroßgeräte: Materie$$vJülich Centre for Neutron Research (JCNS) (FZJ)$$x1
001005512 9141_ $$y2023
001005512 9201_ $$0I:(DE-Juel1)JCNS-2-20110106$$kJCNS-2$$lStreumethoden$$x0
001005512 9201_ $$0I:(DE-Juel1)PGI-4-20110106$$kPGI-4$$lStreumethoden$$x1
001005512 9201_ $$0I:(DE-82)080009_20140620$$kJARA-FIT$$lJARA-FIT$$x2
001005512 9201_ $$0I:(DE-Juel1)JCNS-FRM-II-20110218$$kJCNS-FRM-II$$lJCNS-FRM-II$$x3
001005512 980__ $$aposter
001005512 980__ $$aVDB
001005512 980__ $$aI:(DE-Juel1)JCNS-2-20110106
001005512 980__ $$aI:(DE-Juel1)PGI-4-20110106
001005512 980__ $$aI:(DE-82)080009_20140620
001005512 980__ $$aI:(DE-Juel1)JCNS-FRM-II-20110218
001005512 980__ $$aUNRESTRICTED
001005512 981__ $$aI:(DE-Juel1)JCNS-2-20110106