mycoreobjectrosdok_disshab_0000003643rosdok_disshab_0000003643rosdokdisshabrosdok_derivate_00002288392026-08-20T11:27:28.643Z2026-08-20T10:05:40.195ZMCRJANITOReditorFGpublished1rosdok_derivate_0000228839truetruederivate_types:fulltextVolltextfulltextwf_edit_epub wf_register_epubstate:publishedstate:publishedveröffentlichtpublishedrosdok_id000057641982199067Oau2026-08-202026-08-20T10:17:30ZrdaConverted from PICA to MODS using Pica2MODS XSLT Transformer 2.14-SNAPSHOT [SCM: "" "" ""] with mode 'DEFAULT'.DissertationHochschulschriftImaging and motion detection at the nanometer scalea data-driven approachThis thesis applies data-driven methods to small signal detection in physics, focusing on optical sensing of neuron action potentials and nanoscale tomography of nitrogen-vacancy centers in diamonds. It introduces ChiSCAT, an optical scheme and algorithm that recover membrane motion signals from non-image data, validated on human cells and shared as open datasets. It also presents an optimized NV tomography method that cuts acquisition time by ~10x. These results show how advanced data processing can unlock signals from challenging measurements, bridging data science and experimental physics.AndriiTrelin1998 -VerfasserInaut1416929517DmitryPostnovAkademischeR BetreuerIndgsAarhus UniversityOliverOtto1964 -AkademischeR BetreuerIndgs121909824Universität Greifswald38329-6Universität Rostock1419 - 19761990 -Grad-verleihende Institutiondgg2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätGrad-verleihende Institutiondgghttps://purl.uni-rostock.de/rosdok/id00005764urn:nbn:de:gbv:28-rosdok_id00005764-110.18453/rosdok_id00005764530 PhysikMathematisch-Naturwissenschaftliche Fakultätalle Rechte vorbehaltenNutzungsrechte erteiltLizenz Metadaten: CC0frei zugänglich (Open Access)en1 Online-Ressource (vi, 92 Seiten)202412.12.2024Universität RostockRostockmonographic20252026Universitätsbibliothek RostockRostock2026Universitätsbibliothek Rostockhttps://purl.uni-rostock.de/rosdok/id00005764Enthält ZeitschriftenartikelDmitry Postnov (Aarhus University) ; Oliver Otto (Universität Greifswald)[{"name":"Postnov, Dmitry","affil":"Aarhus University"},{"name":"Otto, Oliver","affil":"Universität Greifswald"}]Dissertation, Universität Rostock, 2025, Kumulative Dissertationvorgelegt von Andrii TrelinPostnov, DmitryAarhus UniversityOtto, OliverUniversität Greifswalddoctype:epubdoctype:epubDokumenttypDocument typedoctype:epub.dissertationdoctype:epub.dissertationDissertationdoctoral thesisdiniPublType:doctoralThesis diniPublType2022:PhDThesis XMetaDissPlusThesisLevel:thesis.doctoralinfo:eu-repo/semantics/doctoralThesisdocumentnatureOfContent:ppn_105825778natureOfContent:ppn_105825778HochschulschriftdiniPublType2022:DoctoralThesisdiniPublType2022:DoctoralThesisDissertation oder HabilitationDoctoral thesisDRIVERdiniPublType2022:PhDThesisdiniPublType2022:PhDThesisDissertationPhD thesisKDSF (Pu34)XMetaDissPlusThesisLevel:thesis.doctoralXMetaDissPlusThesisLevel:thesis.doctoralDoktorarbeitdoctoral thesisSDNB:530SDNB:530530 Physik530 Physicsinstitution:unirostockinstitution:unirostockUniversität RostockUniversity of RostockUniversität RostockUniversität RostockUni.Rostockhttp://d-nb.info/gnd/38329-6institution:unirostock.mnfinstitution:unirostock.mnfMathematisch-Naturwissenschaftliche FakultätFaculty of Mathematics and Natural SciencesUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätMathematisch-Natur-<br />wissenschaftliche FakultätUni.Rostock.Fakultaet.MNFhttp://d-nb.info/gnd/2147083-2licenseinfo:worklicenseinfo:workWerkworklicenseinfo:work.rightsreservedlicenseinfo:work.rightsreservedalle Rechte vorbehaltenall rights reserved/creativecommons/r/reserved/0.9/88x31.png[DE-28]Urheberrechtsschutz 1.0$gRights Statements$uhttp://rightsstatements.org/vocab/InC/1.0/http://rightsstatements.org/vocab/InC/1.0/http://rightsstatements.org/vocab/InC/1.0/licenseinfo:depositlicenseinfo:depositVeröffentlichungsgenehmigungpermission to storelicenseinfo:deposit.rightsgrantedlicenseinfo:deposit.rightsgrantedNutzungsrechte erteiltrights grantedlicenseinfo:metadatalicenseinfo:metadataLizenzen für Metadatenlicenseinfo:metadata.cc0licenseinfo:metadata.cc0Lizenz Metadaten: CC0license metadata: CC0/creativecommons/p/zero/1.0/88x31.pnghttps://creativecommons.org/publicdomain/zero/1.0/accesscondition:openaccessaccesscondition:openaccessfrei zugänglich (Open Access)open accesshttp://purl.org/coar/access_right/c_abf2OAfreeinfo:eu-repo/semantics/openAccess[DE-28]Open Access$gControlled Vocabulary for Access Rights$uhttp://purl.org/coar/access_right/c_abf2rfc5646:enrfc5646:enEnglischEnglishengengImaging and motion detection at the nanometer scalea data-driven approachImaging and motion detection at the nanometer scalea data-driven approachgnd:1416929517gnd:121909824gnd:38329-6gnd:2147083-2gnd:1416929517gnd:121909824gnd:38329-6gnd:2147083-2rosdok_disshab_0000003643-d3514759e53gnd:1416929517Andrii TrelinAndrii Trelinrosdok_disshab_0000003643-d3514759e67Dmitry PostnovDmitry Postnovrosdok_disshab_0000003643-d3514759e78gnd:121909824Oliver OttoOliver Ottorosdok_disshab_0000003643-d3514759e93gnd:38329-6Universität RostockUniversität Rostockrosdok_disshab_0000003643-d3514759e107gnd:2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätAndrii TrelinDmitry PostnovOliver OttoUniversität RostockUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätAndrii TrelinDmitry PostnovOliver OttoUniversität RostockUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätAndrii TrelinRostockUniversität Rostockepub.dissertationhttps://purl.uni-rostock.de/rosdok/id00005764urn:nbn:de:gbv:28-rosdok_id00005764-110.18453/rosdok_id00005764This thesis applies data-driven methods to small signal detection in physics, focusing on optical sensing of neuron action potentials and nanoscale tomography of nitrogen-vacancy centers in diamonds. It introduces ChiSCAT, an optical scheme and algorithm that recover membrane motion signals from non-image data, validated on human cells and shared as open datasets. It also presents an optimized NV tomography method that cuts acquisition time by ~10x. These results show how advanced data processing can unlock signals from challenging measurements, bridging data science and experimental physics.20242024Enthält ZeitschriftenartikelDmitry Postnov (Aarhus University) ; Oliver Otto (Universität Greifswald)[{"name":"Postnov, Dmitry","affil":"Aarhus University"},{"name":"Otto, Oliver","affil":"Universität Greifswald"}]Dissertation, Universität Rostock, 2025, Kumulative Dissertationvorgelegt von Andrii Trelinepub.dissertation1 Trelin_Dissertation_2026.pdf 18664470 fd3d72d1c9c4a0088f7adc6403bc2b91 rosdok_id000057641982199067Oau2026-08-202026-08-20T10:17:30ZrdaConverted from PICA to MODS using Pica2MODS XSLT Transformer 2.14-SNAPSHOT [SCM: "" "" ""] with mode 'DEFAULT'.DissertationHochschulschriftImaging and motion detection at the nanometer scalea data-driven approachThis thesis applies data-driven methods to small signal detection in physics, focusing on optical sensing of neuron action potentials and nanoscale tomography of nitrogen-vacancy centers in diamonds. It introduces ChiSCAT, an optical scheme and algorithm that recover membrane motion signals from non-image data, validated on human cells and shared as open datasets. It also presents an optimized NV tomography method that cuts acquisition time by ~10x. These results show how advanced data processing can unlock signals from challenging measurements, bridging data science and experimental physics.AndriiTrelin1998 -VerfasserInaut1416929517DmitryPostnovAkademischeR BetreuerIndgsAarhus UniversityOliverOtto1964 -AkademischeR BetreuerIndgs121909824Universität Greifswald38329-6Universität Rostock1419 - 19761990 -Grad-verleihende Institutiondgg2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätGrad-verleihende Institutiondgghttps://purl.uni-rostock.de/rosdok/id00005764urn:nbn:de:gbv:28-rosdok_id00005764-110.18453/rosdok_id00005764530 PhysikMathematisch-Naturwissenschaftliche Fakultätalle Rechte vorbehaltenNutzungsrechte erteiltLizenz Metadaten: CC0frei zugänglich (Open Access)en1 Online-Ressource (vi, 92 Seiten)202412.12.2024Universität RostockRostockmonographic20252026Universitätsbibliothek RostockRostock2026Universitätsbibliothek Rostockhttps://purl.uni-rostock.de/rosdok/id00005764Enthält ZeitschriftenartikelDmitry Postnov (Aarhus University) ; Oliver Otto (Universität Greifswald)[{"name":"Postnov, Dmitry","affil":"Aarhus University"},{"name":"Otto, Oliver","affil":"Universität Greifswald"}]Dissertation, Universität Rostock, 2025, Kumulative Dissertationvorgelegt von Andrii Trelin Postnov, Dmitry Aarhus University Otto, Oliver Universität Greifswald 2026-08-20T10:05:40.195Z 2026-08-20T11:27:28.643Z 2026-08-30T11:27:28.655Z editorFG {"identifier":"rosdok/id00005764","type":"local_id","additional":"","service":"MCRLocalID","created":"2026-08-20T10:05:41.169Z"} {"identifier":"urn:nbn:de:gbv:28-rosdok_id00005764-1","type":"dnbUrn","additional":"","service":"RosDokURN","created":"2026-08-20T10:05:41.205Z"} {"identifier":"https://purl.uni-rostock.de/rosdok/id00005764","type":"purl","additional":"","service":"RosDokPURL","created":"2026-08-20T10:05:41.215Z","registrationStarted":"2026-08-20T11:27:27.341Z"} {"identifier":"10.18453/rosdok_id00005764","type":"doi","additional":"","service":"RosDokDOI","created":"2026-08-20T10:05:41.222Z","registrationStarted":"2026-08-20T11:27:27.113Z","registered":"2026-08-20T11:27:28.640Z"} MCRJANITORfulltextfile/rosdok_disshab_0000003643/rosdok_derivate_0000228839/Trelin_Dissertation_2026.pdfImaging and motion detection at the nanometer scalea data-driven approachImaging and motion detection at the nanometer scalea data-driven approachgnd:1416929517gnd:121909824gnd:38329-6gnd:2147083-2gnd:1416929517gnd:121909824gnd:38329-6gnd:2147083-2rosdok_disshab_0000003643-d3514759e53gnd:1416929517Andrii TrelinAndrii Trelinrosdok_disshab_0000003643-d3514759e67Dmitry PostnovDmitry Postnovrosdok_disshab_0000003643-d3514759e78gnd:121909824Oliver OttoOliver Ottorosdok_disshab_0000003643-d3514759e93gnd:38329-6Universität RostockUniversität Rostockrosdok_disshab_0000003643-d3514759e107gnd:2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätAndrii TrelinDmitry PostnovOliver OttoUniversität RostockUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätAndrii TrelinDmitry PostnovOliver OttoUniversität RostockUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätAndrii TrelinRostockUniversität Rostockepub.dissertationhttps://purl.uni-rostock.de/rosdok/id00005764urn:nbn:de:gbv:28-rosdok_id00005764-110.18453/rosdok_id00005764This thesis applies data-driven methods to small signal detection in physics, focusing on optical sensing of neuron action potentials and nanoscale tomography of nitrogen-vacancy centers in diamonds. It introduces ChiSCAT, an optical scheme and algorithm that recover membrane motion signals from non-image data, validated on human cells and shared as open datasets. It also presents an optimized NV tomography method that cuts acquisition time by ~10x. These results show how advanced data processing can unlock signals from challenging measurements, bridging data science and experimental physics.20242024Enthält ZeitschriftenartikelDmitry Postnov (Aarhus University) ; Oliver Otto (Universität Greifswald)[{"name":"Postnov, Dmitry","affil":"Aarhus University"},{"name":"Otto, Oliver","affil":"Universität Greifswald"}]Dissertation, Universität Rostock, 2025, Kumulative Dissertationvorgelegt von Andrii Trelin[xslt]Saxonrosdok_id00005764https://purl.uni-rostock.de/rosdok/id00005764198219906710.18453/rosdok_id00005764urn:nbn:de:gbv:28-rosdok_id00005764-1Andrii TrelinTrelin AndriiImaging and motion detection at the nanometer scale : a data-driven approachDissertationdoctoral thesisUniversität Rostock, 12.12.2024This thesis applies data-driven methods to small signal detection in physics, focusing on optical sensing of neuron action potentials and nanoscale tomography of nitrogen-vacancy centers in diamonds. It introduces ChiSCAT, an optical scheme and algorithm that recover membrane motion signals from…Andrii TrelinImaging and motion detection at the nanometer scalea data-driven approachUniversitätsbibliothek Rostockhttps://purl.uni-rostock.de/rosdok/id00005764AndriiTrelin1998 -VerfasserInaut1416929517DmitryPostnovAkademischeR BetreuerIndgsAarhus UniversityOliverOtto1964 -AkademischeR BetreuerIndgs121909824Universität Greifswald38329-6Universität Rostock1419 - 19761990 -Grad-verleihende Institutiondgg2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätGrad-verleihende Institutiondgg[purl]https://purl.uni-rostock.de/rosdok/id00005764[urn]urn:nbn:de:gbv:28-rosdok_id00005764-1[doi]10.18453/rosdok_id00005764open_access20242024epoch:21th_centuryrfc5646:endoctype:epub.dissertationaccesscondition:openaccessSDNB:530institution:unirostock.mnfstate:published