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Single trajectory characterization via machine learning

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Munoz-Gil, G.; Garcia March, MA.; Manzo, C.; Martin-Guerrero, JD.; Lewenstein, M. (2020). Single trajectory characterization via machine learning. New Journal of Physics. 22(1):1-9. https://doi.org/10.1088/1367-2630/ab6065

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/176617

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Title: Single trajectory characterization via machine learning
Author: Munoz-Gil, Gorka Garcia March, Miguel Angel Manzo, Carlo Martin-Guerrero, Jose D. Lewenstein, Maciej
UPV Unit: Universitat Politècnica de València. Departamento de Matemática Aplicada - Departament de Matemàtica Aplicada
Issued date:
Abstract:
[EN] In order to study transport in complex environments, it is extremely important to determine the physical mechanism underlying diffusion and precisely characterize its nature and parameters. Often, this task is strongly ...[+]
Subjects: Biophysics , Machine learning , Statistical physics , Anomalous diffusion
Copyrigths: Reconocimiento (by)
Source:
New Journal of Physics. (eissn: 1367-2630 )
DOI: 10.1088/1367-2630/ab6065
Publisher:
IOP Publishing
Publisher version: https://doi.org/10.1088/1367-2630/ab6065
Project ID:
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/BFU2017-85693-R/ES/ESTUDIO DEL PAPEL DE LAS INTEGRINAS EN LOS MECANISMOS MOLECULARES DE LA CURACION DE LAS HERIDAS A LA ESCALA NANOMETRICA/
...[+]
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/BFU2017-85693-R/ES/ESTUDIO DEL PAPEL DE LAS INTEGRINAS EN LOS MECANISMOS MOLECULARES DE LA CURACION DE LAS HERIDAS A LA ESCALA NANOMETRICA/
info:eu-repo/grantAgreement/GC//2017 SGR 1341/
info:eu-repo/grantAgreement/MINECO//RYC-2015-17896/ES/RYC-2015-17896/
info:eu-repo/grantAgreement/GC//2017SGR940/
info:eu-repo/grantAgreement/MINECO//SEV-2015-0522/ES/AGR-INSTITUTO DE CIENCIAS FOTONICAS/
info:eu-repo/grantAgreement/MICINN//FIS2016-79508-P//FRONTERAS DE LA FISICA TEORICA ATOMICA, MOLECULAR y OPTICA/
info:eu-repo/grantAgreement/NCN//2016%2F20%2FW%2FST4%2F00314//Symfonia/
info:eu-repo/grantAgreement/ //BEAGAL18%2F00203//AYUDA BEATRIZ GALINDO MODALIDAD JUNIOR-GARCIA MARCH/
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Thanks:
This work has been funded by the Spanish Ministry MINECO (National Plan 15 Grant: FISICATEAMO No. FIS2016-79508-P, SEVEROOCHOA No. SEV-2015-0522, FPI), European Social Fund, Fundacio Cellex, Generalitat de Catalunya (AGAUR ...[+]
Type: Artículo

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