000120984 001__ 120984 000120984 005__ 20240319081018.0 000120984 0247_ $$2doi$$a10.3389/fmats.2022.970970 000120984 0248_ $$2sideral$$a131396 000120984 037__ $$aART-2022-131396 000120984 041__ $$aeng 000120984 100__ $$aChampaney, Victor 000120984 245__ $$aModeling systems from partial observations 000120984 260__ $$c2022 000120984 5060_ $$aAccess copy available to the general public$$fUnrestricted 000120984 5203_ $$aModeling systems from collected data faces two main difficulties: the first one concerns the choice of measurable variables that will define the learnt model features, which should be the ones concerned by the addressed physics, optimally neither more nor less than the essential ones. The second one is linked to accessibility to data since, generally, only limited parts of the system are accessible to perform measurements. This work revisits some aspects related to the observation, description, and modeling of systems that are only partially accessible and shows that a model can be defined when the loading in unresolved degrees of freedom remains unaltered in the different experiments. 000120984 536__ $$9info:eu-repo/grantAgreement/ES/DGA-FSE/T24-20R$$9info:eu-repo/grantAgreement/ES/MICINN-AEI/PID2020-113463RB-C31/AEI/10.13039/501100011033 000120984 540__ $$9info:eu-repo/semantics/openAccess$$aby$$uhttp://creativecommons.org/licenses/by/3.0/es/ 000120984 590__ $$a3.2$$b2022 000120984 592__ $$a0.63$$b2022 000120984 591__ $$aMATERIALS SCIENCE, MULTIDISCIPLINARY$$b185 / 343 = 0.539$$c2022$$dQ3$$eT2 000120984 593__ $$aMaterials Science (miscellaneous)$$c2022$$dQ2 000120984 594__ $$a4.7$$b2022 000120984 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion 000120984 700__ $$aAmores, Víctor J. 000120984 700__ $$aGarois, Sevan 000120984 700__ $$aIrastorza-Valera, Luis 000120984 700__ $$aGhnatios, Chady 000120984 700__ $$aMontáns, Francisco J. 000120984 700__ $$0(orcid)0000-0003-1017-4381$$aCueto, Elías$$uUniversidad de Zaragoza 000120984 700__ $$aChinesta, Francisco 000120984 7102_ $$15004$$2605$$aUniversidad de Zaragoza$$bDpto. Ingeniería Mecánica$$cÁrea Mec.Med.Cont. y Teor.Est. 000120984 773__ $$g9 (2022), 970970 [12 pp.]$$pFront. mater.$$tFrontiers in Materials$$x2296-8016 000120984 8564_ $$s19801155$$uhttps://zaguan.unizar.es/record/120984/files/texto_completo.pdf$$yVersión publicada 000120984 8564_ $$s2191177$$uhttps://zaguan.unizar.es/record/120984/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada 000120984 909CO $$ooai:zaguan.unizar.es:120984$$particulos$$pdriver 000120984 951__ $$a2024-03-18-15:50:18 000120984 980__ $$aARTICLE