Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field
he fast growth worldwide of linkable scientific datasets supposes significant challenges in their management and reuse. Large experiments, such as the Latin American Giant Observatory, generate volumes of data that can benefit other kinds of studies. In this sense, there is a modular ecosystem of ex...
- Autores:
-
Núñez Chongo, Osiris
Asorey, Hernán
Rubio Montero, Antonio Juan
Suárez Durán, Mauricio
Mayo García, Rafael
Carretero, Manuel
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2025
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/14156
- Acceso en línea:
- https://hdl.handle.net/11323/14156
https://repositorio.cuc.edu.co/
- Palabra clave:
- Astroparticles
Cloud
Convergence
FAIR
HPC-HTC
Radiation doses
Radiation therapies
- Rights
- closedAccess
- License
- Atribución 4.0 Internacional (CC BY 4.0)
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Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field |
| title |
Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field |
| spellingShingle |
Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field Astroparticles Cloud Convergence FAIR HPC-HTC Radiation doses Radiation therapies |
| title_short |
Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field |
| title_full |
Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field |
| title_fullStr |
Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field |
| title_full_unstemmed |
Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field |
| title_sort |
Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field |
| dc.creator.fl_str_mv |
Núñez Chongo, Osiris Asorey, Hernán Rubio Montero, Antonio Juan Suárez Durán, Mauricio Mayo García, Rafael Carretero, Manuel |
| dc.contributor.author.none.fl_str_mv |
Núñez Chongo, Osiris Asorey, Hernán Rubio Montero, Antonio Juan Suárez Durán, Mauricio Mayo García, Rafael Carretero, Manuel |
| dc.subject.proposal.eng.fl_str_mv |
Astroparticles Cloud Convergence FAIR HPC-HTC Radiation doses Radiation therapies |
| topic |
Astroparticles Cloud Convergence FAIR HPC-HTC Radiation doses Radiation therapies |
| description |
he fast growth worldwide of linkable scientific datasets supposes significant challenges in their management and reuse. Large experiments, such as the Latin American Giant Observatory, generate volumes of data that can benefit other kinds of studies. In this sense, there is a modular ecosystem of external radiation tools that should harvest and supply datasets without being part of the main pipeline. Workflows for personal dose estimation, muongraphy in volcanology or mining, or aircraft dose calculations are built with different privacy policies and exploitation licenses. Every numerical method has its own requirements and only parts could make use of the Collaboration’s resources, which implies the convergence with other computing infrastructures. Our work focuses on developing an agnostic methodology to address these challenges while promoting open science. Leveraging the encapsulation of software in nested containers, where the inner layers accomplish specific standardization slices and calculations, the wrapper compiles metadata and data generated and publishes them. All this allows researchers to build a data-driven computer continuum that complies with the findable, accessible, interoperable, and reusable principles. The approach has been successfully tested in the computer-demanding field of radiation-matter interaction with humans, showing the orchestration with the regular pipeline for diverse applications. Moreover, it has been integrated into public or federated cloud environments as well as into local clusters and personal computers to ensure the portability and scalability of the simulations. We postulate that this successful use case can be customized to any other field. |
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2025 |
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2025-04-25T16:43:06Z |
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2025-02-05 2025-04-25T16:43:06Z |
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2025-02-05 |
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Artículo de revista |
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Núñez-Chongo, O., Asorey, H., Rubio-Montero, A.J. et al. Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field. J Supercomput 81, 465 (2025). https://doi.org/10.1007/s11227-024-06894-0 |
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10.1007/s11227-024-06894-0 |
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1573-0484 |
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Corporación Universidad de la Costa |
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Núñez-Chongo, O., Asorey, H., Rubio-Montero, A.J. et al. Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field. J Supercomput 81, 465 (2025). https://doi.org/10.1007/s11227-024-06894-0 0920-8542 10.1007/s11227-024-06894-0 1573-0484 Corporación Universidad de la Costa REDICUC - Repositorio CUC |
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Sheffield RL, Barnes CW, Tapia JP (2018) Matter-Radiation Interactions in Extremes (MaRIE) Project Overview. In: Proc. of International Free Electron Laser Conference (FEL’17), Santa Fe, NM, USA, August 20-25, 2017. International Free Electron Laser Conference, pp. 24–28. JACoW, Geneva, Switzerland. https://doi.org/10.18429/JACoW-FEL2017-MOD06 Harris JA, Chu R, Couch SM, Dubey A, Endeve E, Georgiadou A, Jain R, Kasen D, Laiu MP, Messer OB et al (2022) Exascale models of stellar explosions: quintessential multi-physics simulation. Int J High Perform Comput Appl 36(1):59–77. https://doi.org/10.1177/10943420211027937 Sciences E (2018) Medicine: open science by design: realizing a vision for 21st century Research. The National Academies Press, Washington, DC Wilkinson MD, Dumontier M, Aalbersberg IJ, Appleton G, Axton M, Baak A, Blomberg N, Boiten J-W, Silva Santos LB, Bourne PE et al (2016) The FAIR Guiding Principles for scientific data management and stewardship. Sci Data 3(1):160018. https://doi.org/10.1038/sdata.2016.18 Rubio-Montero AJ, Pagán-Muñoz R, et al. (2021) A Novel Cloud-Based Framework For Standardized Simulations In The Latin American Giant Observatory (LAGO). In: 2021 Winter Simulation Conference (WSC), December 12th-15th, Phoenix, USA, pp. 1–12. https://doi.org/10.1109/WSC52266.2021.9715360 . IEEE Press Suárez-Durán M, Asorey H, et al. (2015) The LAGO Space Weather Program: Directional Geomagnetic Effects, Background Fluence Calculations and Multi-Spectral Data Analysis. In: 34th ICRC, The Hague, The Netherlands, pp. 2015–142. https://doi.org/10.22323/1.236.0142 Sidelnik I, Asorey H et al (2017) Neutron detection using a water Cherenkov detector with pure water and a single PMT. Nucl Instrum Meth Phys Res Sec A Accelerators Spectrom Detectors Associat Equipment 876:153–155. https://doi.org/10.1016/j.nima.2017.02.048 Sidelnik I (2015) The Sites of the Latin American Giant Observatory. In: 34th ICRC, The Hague, The Netherlands, pp. 2015–665 Schrijver CJ, Kauristie K, Aylward AD, Denardini CM, Gibson SE, Glover A, Gopalswamy N, Grande M, Hapgood M, Heynderickx D et al (2015) Understanding space weather to shield society: A global road map for 2015–2025 commissioned by COSPAR and ILWS. Adv Space Res 55(12):2745–2807. https://doi.org/10.1016/j.asr.2015.03.023 Sarmiento-Cano C, Suárez-Durán M, Calderón-Ardila R et al (2022) The ARTI framework: cosmic rays atmospheric background simulations. Eur Phys J C 82:1019. https://doi.org/10.1140/epjc/s10052-022-10883-z Núñez-Chongo O, Carretero M, Mayo-García R, Asorey H (2023) The Cloud-Based Implementation and Standardization of Anthropomorphic Phantoms and Their Applications. In: 2023 Winter Simulation Conference (WSC), December 10th–13th, San Antonio, Texas, USA, pp. 2932–2943. https://doi.org/10.1109/WSC60868.2023.10407511 . Rubio-Montero AJ, Pagán-Muñoz R, et al. (2021) The EOSC-Synergy cloud services implementation for the Latin American Giant Observatory (LAGO). In: 37th ICRC, vol. 395. Berlin, Germany, pp. 2021–261. https://doi.org/10.22323/1.395.0261 Pérez-Bertolli C, Sarmiento-Cano C, Asorey H (2022) Muon flux estimation in the ANDES underground laboratory. Anales AFA 32:106–111. https://doi.org/10.31527/analesafa.2021.32.4.99 Taboada A, Sarmiento-Cano C, Sedoski A, Asorey H (2022) Meiga, a dedicated framework used for muography applications. J Adv Instrument Sci 2022:266. https://doi.org/10.31526/jais.2022.266 Peña-Rodríguez J, Salgado-Meza PA, Asorey H, Núñez LA, Núñez-Castiñeyra A, Sarmiento-Cano C, Suárez-Durán M (2022) RACIMO@Bucaramanga: a Citizen Science Project on Data Science and Climate Awareness. https://doi.org/10.48550/arXiv.2203.05431 Vesga-Ramírez A, Sanabria-Gómez JD, Sierra-Porta D, Arana-Salinas L, Asorey H, Kudryavtsev VA, Calderón-Ardila R, Núñez LA (2021) Simulated Annealing for volcano muography. J S Am Earth Sci 109:103248. https://doi.org/10.1016/j.jsames.2021.103248 Asorey H, Mayo-García R (2023) Calculation of the high energy neutron flux for anticipating errors and recovery techniques in exascale supercomputer centres. J Supercomput 79:8205–8235. https://doi.org/10.1007/s11227-022-04981-8 Large M, Malaroda A, Petasecca M, Rosenfeld A, Guatelli S (2020) Modelling ICRP110 adult reference voxel phantoms for dosimetric applications: development of a new Geant4 advanced example. In: Journal of Physics: Conference Series, vol. 1662, p. 012021. https://doi.org/10.1088/1742-6596/1662/1/012021 . IOP Publishing Asorey H (2013) The LAGO Solar Project. In: 33th ICRC, Rio de Janeiro, Brazil, pp. 1–4 Santos NA, Dasso S, Gulisano AM, Areso O, Pereira M, Asorey H, Rubinstein L, collaboration L et al (2023) First measurements of periodicities and anisotropies of cosmic ray flux observed with a water-Cherenkov detector at the Marambio Antarctic base. Adv Space Res 71(6):2967–2976. https://doi.org/10.1016/j.asr.2022.11.041 |
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Atribución 4.0 Internacional (CC BY 4.0)© 2024 The Authors.https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/closedAccesshttp://purl.org/coar/access_right/c_14cbNúñez Chongo, OsirisAsorey, HernánRubio Montero, Antonio JuanSuárez Durán, Mauriciovirtual::1130-1Mayo García, RafaelCarretero, Manuel2025-04-25T16:43:06Z2025-02-052025-04-25T16:43:06Z2025-02-05Núñez-Chongo, O., Asorey, H., Rubio-Montero, A.J. et al. Convergent data-driven workflows for open radiation calculations: an exportable methodology to any field. J Supercomput 81, 465 (2025). https://doi.org/10.1007/s11227-024-06894-00920-8542https://hdl.handle.net/11323/1415610.1007/s11227-024-06894-01573-0484Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/he fast growth worldwide of linkable scientific datasets supposes significant challenges in their management and reuse. Large experiments, such as the Latin American Giant Observatory, generate volumes of data that can benefit other kinds of studies. In this sense, there is a modular ecosystem of external radiation tools that should harvest and supply datasets without being part of the main pipeline. Workflows for personal dose estimation, muongraphy in volcanology or mining, or aircraft dose calculations are built with different privacy policies and exploitation licenses. Every numerical method has its own requirements and only parts could make use of the Collaboration’s resources, which implies the convergence with other computing infrastructures. Our work focuses on developing an agnostic methodology to address these challenges while promoting open science. Leveraging the encapsulation of software in nested containers, where the inner layers accomplish specific standardization slices and calculations, the wrapper compiles metadata and data generated and publishes them. All this allows researchers to build a data-driven computer continuum that complies with the findable, accessible, interoperable, and reusable principles. The approach has been successfully tested in the computer-demanding field of radiation-matter interaction with humans, showing the orchestration with the regular pipeline for diverse applications. Moreover, it has been integrated into public or federated cloud environments as well as into local clusters and personal computers to ensure the portability and scalability of the simulations. We postulate that this successful use case can be customized to any other field.application/pdfengSpringer NetherlandsNetherlandshttps://link.springer.com/article/10.1007/s11227-024-06894-0Convergent data-driven workflows for open radiation calculations: an exportable methodology to any fieldArtículo de revistahttp://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85Journal of SupercomputingSheffield RL, Barnes CW, Tapia JP (2018) Matter-Radiation Interactions in Extremes (MaRIE) Project Overview. In: Proc. of International Free Electron Laser Conference (FEL’17), Santa Fe, NM, USA, August 20-25, 2017. International Free Electron Laser Conference, pp. 24–28. JACoW, Geneva, Switzerland. https://doi.org/10.18429/JACoW-FEL2017-MOD06Harris JA, Chu R, Couch SM, Dubey A, Endeve E, Georgiadou A, Jain R, Kasen D, Laiu MP, Messer OB et al (2022) Exascale models of stellar explosions: quintessential multi-physics simulation. Int J High Perform Comput Appl 36(1):59–77. https://doi.org/10.1177/10943420211027937Sciences E (2018) Medicine: open science by design: realizing a vision for 21st century Research. The National Academies Press, Washington, DCWilkinson MD, Dumontier M, Aalbersberg IJ, Appleton G, Axton M, Baak A, Blomberg N, Boiten J-W, Silva Santos LB, Bourne PE et al (2016) The FAIR Guiding Principles for scientific data management and stewardship. Sci Data 3(1):160018. https://doi.org/10.1038/sdata.2016.18Rubio-Montero AJ, Pagán-Muñoz R, et al. (2021) A Novel Cloud-Based Framework For Standardized Simulations In The Latin American Giant Observatory (LAGO). In: 2021 Winter Simulation Conference (WSC), December 12th-15th, Phoenix, USA, pp. 1–12. https://doi.org/10.1109/WSC52266.2021.9715360 . IEEE PressSuárez-Durán M, Asorey H, et al. (2015) The LAGO Space Weather Program: Directional Geomagnetic Effects, Background Fluence Calculations and Multi-Spectral Data Analysis. In: 34th ICRC, The Hague, The Netherlands, pp. 2015–142. https://doi.org/10.22323/1.236.0142Sidelnik I, Asorey H et al (2017) Neutron detection using a water Cherenkov detector with pure water and a single PMT. Nucl Instrum Meth Phys Res Sec A Accelerators Spectrom Detectors Associat Equipment 876:153–155. https://doi.org/10.1016/j.nima.2017.02.048Sidelnik I (2015) The Sites of the Latin American Giant Observatory. In: 34th ICRC, The Hague, The Netherlands, pp. 2015–665Schrijver CJ, Kauristie K, Aylward AD, Denardini CM, Gibson SE, Glover A, Gopalswamy N, Grande M, Hapgood M, Heynderickx D et al (2015) Understanding space weather to shield society: A global road map for 2015–2025 commissioned by COSPAR and ILWS. Adv Space Res 55(12):2745–2807. https://doi.org/10.1016/j.asr.2015.03.023Sarmiento-Cano C, Suárez-Durán M, Calderón-Ardila R et al (2022) The ARTI framework: cosmic rays atmospheric background simulations. Eur Phys J C 82:1019. https://doi.org/10.1140/epjc/s10052-022-10883-zNúñez-Chongo O, Carretero M, Mayo-García R, Asorey H (2023) The Cloud-Based Implementation and Standardization of Anthropomorphic Phantoms and Their Applications. In: 2023 Winter Simulation Conference (WSC), December 10th–13th, San Antonio, Texas, USA, pp. 2932–2943. https://doi.org/10.1109/WSC60868.2023.10407511 .Rubio-Montero AJ, Pagán-Muñoz R, et al. (2021) The EOSC-Synergy cloud services implementation for the Latin American Giant Observatory (LAGO). In: 37th ICRC, vol. 395. Berlin, Germany, pp. 2021–261. https://doi.org/10.22323/1.395.0261Pérez-Bertolli C, Sarmiento-Cano C, Asorey H (2022) Muon flux estimation in the ANDES underground laboratory. Anales AFA 32:106–111. https://doi.org/10.31527/analesafa.2021.32.4.99Taboada A, Sarmiento-Cano C, Sedoski A, Asorey H (2022) Meiga, a dedicated framework used for muography applications. J Adv Instrument Sci 2022:266. https://doi.org/10.31526/jais.2022.266Peña-Rodríguez J, Salgado-Meza PA, Asorey H, Núñez LA, Núñez-Castiñeyra A, Sarmiento-Cano C, Suárez-Durán M (2022) RACIMO@Bucaramanga: a Citizen Science Project on Data Science and Climate Awareness. https://doi.org/10.48550/arXiv.2203.05431Vesga-Ramírez A, Sanabria-Gómez JD, Sierra-Porta D, Arana-Salinas L, Asorey H, Kudryavtsev VA, Calderón-Ardila R, Núñez LA (2021) Simulated Annealing for volcano muography. J S Am Earth Sci 109:103248. https://doi.org/10.1016/j.jsames.2021.103248Asorey H, Mayo-García R (2023) Calculation of the high energy neutron flux for anticipating errors and recovery techniques in exascale supercomputer centres. J Supercomput 79:8205–8235. https://doi.org/10.1007/s11227-022-04981-8Large M, Malaroda A, Petasecca M, Rosenfeld A, Guatelli S (2020) Modelling ICRP110 adult reference voxel phantoms for dosimetric applications: development of a new Geant4 advanced example. In: Journal of Physics: Conference Series, vol. 1662, p. 012021. https://doi.org/10.1088/1742-6596/1662/1/012021 . IOP PublishingAsorey H (2013) The LAGO Solar Project. In: 33th ICRC, Rio de Janeiro, Brazil, pp. 1–4Santos NA, Dasso S, Gulisano AM, Areso O, Pereira M, Asorey H, Rubinstein L, collaboration L et al (2023) First measurements of periodicities and anisotropies of cosmic ray flux observed with a water-Cherenkov detector at the Marambio Antarctic base. Adv Space Res 71(6):2967–2976. https://doi.org/10.1016/j.asr.2022.11.0413/46581AstroparticlesCloudConvergenceFAIRHPC-HTCRadiation dosesRadiation therapiesPublicationb4ba293f-e98f-4dc1-9b77-c8a50cc16afevirtual::1130-1b4ba293f-e98f-4dc1-9b77-c8a50cc16afevirtual::1130-10000-0003-1451-630Xvirtual::1130-1ORIGINALConvergent data-driven workflows for open radiation calculations an exportable methodology to any field.pdfConvergent data-driven workflows for open radiation calculations an exportable methodology to any field.pdfapplication/pdf216984https://repositorio.cuc.edu.co/bitstreams/6cd98c8d-8942-44bb-a162-e886cb5d2690/download50b2c003cff0a2518c3c06620c63329eMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-815543https://repositorio.cuc.edu.co/bitstreams/2473a2b9-c2d5-4d5b-9e3d-a2cb2cbad874/download73a5432e0b76442b22b026844140d683MD52TEXTConvergent data-driven workflows for open radiation calculations an exportable methodology to any field.pdf.txtConvergent data-driven workflows for 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ara ejercer estos derechos sobre la Obra tal y como se indica a continuación:</p>
    <ol type="a">
      <li>Reproducir la Obra, incorporar la Obra en una o más Obras Colectivas, y reproducir la Obra incorporada en las Obras Colectivas.</li>
      <li>Distribuir copias o fonogramas de las Obras, exhibirlas públicamente, ejecutarlas públicamente y/o ponerlas a disposición pública, incluyéndolas como incorporadas en Obras Colectivas, según corresponda.</li>
      <li>Distribuir copias de las Obras Derivadas que se generen, exhibirlas públicamente, ejecutarlas públicamente y/o ponerlas a disposición pública.</li>
    </ol>
    <p>Los derechos mencionados anteriormente pueden ser ejercidos en todos los medios y formatos, actualmente conocidos o que se inventen en el futuro. Los derechos antes mencionados incluyen el derecho a realizar dichas modificaciones en la medida que sean técnicamente necesarias para ejercer los derechos en otro medio o formatos, pero de otra manera usted no está autorizado para realizar obras derivadas. Todos los derechos no otorgados expresamente por el Licenciante quedan por este medio reservados, incluyendo pero sin limitarse a aquellos que se mencionan en las secciones 4(d) y 4(e).</p>
  </li>
  <br/>
  <li>
    Restricciones.
    <p>La licencia otorgada en la anterior Sección 3 está expresamente sujeta y limitada por las siguientes restricciones:</p>
    <ol type="a">
      <li>Usted puede distribuir, exhibir públicamente, ejecutar públicamente, o poner a disposición pública la Obra sólo bajo las condiciones de esta Licencia, y Usted debe incluir una copia de esta licencia o del Identificador Universal de Recursos de la misma con cada copia de la Obra que distribuya, exhiba públicamente, ejecute públicamente o ponga a disposición pública. No es posible ofrecer o imponer ninguna condición sobre la Obra que altere o limite las condiciones de esta Licencia o el ejercicio de los derechos de los destinatarios otorgados en este documento. No es posible sublicenciar la Obra. Usted debe mantener intactos todos los avisos que hagan referencia a esta Licencia y a la cláusula de limitación de garantías. Usted no puede distribuir, exhibir públicamente, ejecutar públicamente, o poner a disposición pública la Obra con alguna medida tecnológica que controle el acceso o la utilización de ella de una forma que sea inconsistente con las condiciones de esta Licencia. Lo anterior se aplica a la Obra incorporada a una Obra Colectiva, pero esto no exige que la Obra Colectiva aparte de la obra misma quede sujeta a las condiciones de esta Licencia. Si Usted crea una Obra Colectiva, previo aviso de cualquier Licenciante debe, en la medida de lo posible, eliminar de la Obra Colectiva cualquier referencia a dicho Licenciante o al Autor Original, según lo solicitado por el Licenciante y conforme lo exige la cláusula 4(c).</li>
      <li>Usted no puede ejercer ninguno de los derechos que le han sido otorgados en la Sección 3 precedente de modo que estén principalmente destinados o directamente dirigidos a conseguir un provecho comercial o una compensación monetaria privada. El intercambio de la Obra por otras obras protegidas por derechos de autor, ya sea a través de un sistema para compartir archivos digitales (digital file-sharing) o de cualquier otra manera no será considerado como estar destinado principalmente o dirigido directamente a conseguir un provecho comercial o una compensación monetaria privada, siempre que no se realice un pago mediante una compensación monetaria en relación con el intercambio de obras protegidas por el derecho de autor.</li>
      <li>Si usted distribuye, exhibe públicamente, ejecuta públicamente o ejecuta públicamente en forma digital la Obra o cualquier Obra Derivada u Obra Colectiva, Usted debe mantener intacta toda la información de derecho de autor de la Obra y proporcionar, de forma razonable según el medio o manera que Usted esté utilizando: (i) el nombre del Autor Original si está provisto (o seudónimo, si fuere aplicable), y/o (ii) el nombre de la parte o las partes que el Autor Original y/o el Licenciante hubieren designado para la atribución (v.g., un instituto patrocinador, editorial, publicación) en la información de los derechos de autor del Licenciante, términos de servicios o de otras formas razonables; el título de la Obra si está provisto; en la medida de lo razonablemente factible y, si está provisto, el Identificador Uniforme de Recursos (Uniform Resource Identifier) que el Licenciante especifica para ser asociado con la Obra, salvo que tal URI no se refiera a la nota sobre los derechos de autor o a la información sobre el licenciamiento de la Obra; y en el caso de una Obra Derivada, atribuir el crédito identificando el uso de la Obra en la Obra Derivada (v.g., "Traducción Francesa de la Obra del Autor Original," o "Guión Cinematográfico basado en la Obra original del Autor Original"). Tal crédito puede ser implementado de cualquier forma razonable; en el caso, sin embargo, de Obras Derivadas u Obras Colectivas, tal crédito aparecerá, como mínimo, donde aparece el crédito de cualquier otro autor comparable y de una manera, al menos, tan destacada como el crédito de otro autor comparable.</li>
      <li>
        Para evitar toda confusión, el Licenciante aclara que, cuando la obra es una composición musical:
        <ol type="i">
          <li>Regalías por interpretación y ejecución bajo licencias generales. El Licenciante se reserva el derecho exclusivo de autorizar la ejecución pública o la ejecución pública digital de la obra y de recolectar, sea individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, SAYCO), las regalías por la ejecución pública o por la ejecución pública digital de la obra (por ejemplo Webcast) licenciada bajo licencias generales, si la interpretación o ejecución de la obra está primordialmente orientada por o dirigida a la obtención de una ventaja comercial o una compensación monetaria privada.</li>
          <li>Regalías por Fonogramas. El Licenciante se reserva el derecho exclusivo de recolectar, individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, los consagrados por la SAYCO), una agencia de derechos musicales o algún agente designado, las regalías por cualquier fonograma que Usted cree a partir de la obra (“versión cover”) y distribuya, en los términos del régimen de derechos de autor, si la creación o distribución de esa versión cover está primordialmente destinada o dirigida a obtener una ventaja comercial o una compensación monetaria privada.</li>
        </ol>
      </li>
      <li>Gestión de Derechos de Autor sobre Interpretaciones y Ejecuciones Digitales (WebCasting). Para evitar toda confusión, el Licenciante aclara que, cuando la obra sea un fonograma, el Licenciante se reserva el derecho exclusivo de autorizar la ejecución pública digital de la obra (por ejemplo, webcast) y de recolectar, individualmente o a través de una sociedad de gestión colectiva de derechos de autor y derechos conexos (por ejemplo, ACINPRO), las regalías por la ejecución pública digital de la obra (por ejemplo, webcast), sujeta a las disposiciones aplicables del régimen de Derecho de Autor, si esta ejecución pública digital está primordialmente dirigida a obtener una ventaja comercial o una compensación monetaria privada.</li>
    </ol>
  </li>
  <br/>
  <li>
    Representaciones, Garantías y Limitaciones de Responsabilidad.
    <p>A MENOS QUE LAS PARTES LO ACORDARAN DE OTRA FORMA POR ESCRITO, EL LICENCIANTE OFRECE LA OBRA (EN EL ESTADO EN EL QUE SE ENCUENTRA) “TAL CUAL”, SIN BRINDAR GARANTÍAS DE CLASE ALGUNA RESPECTO DE LA OBRA, YA SEA EXPRESA, IMPLÍCITA, LEGAL O CUALQUIERA OTRA, INCLUYENDO, SIN LIMITARSE A ELLAS, GARANTÍAS DE TITULARIDAD, COMERCIABILIDAD, ADAPTABILIDAD O ADECUACIÓN A PROPÓSITO DETERMINADO, AUSENCIA DE INFRACCIÓN, DE AUSENCIA DE DEFECTOS LATENTES O DE OTRO TIPO, O LA PRESENCIA O AUSENCIA DE ERRORES, SEAN O NO DESCUBRIBLES (PUEDAN O NO SER ESTOS DESCUBIERTOS). ALGUNAS JURISDICCIONES NO PERMITEN LA EXCLUSIÓN DE GARANTÍAS IMPLÍCITAS, EN CUYO CASO ESTA EXCLUSIÓN PUEDE NO APLICARSE A USTED.</p>
  </li>
  <br/>
  <li>
    Limitación de responsabilidad.
    <p>A MENOS QUE LO EXIJA EXPRESAMENTE LA LEY APLICABLE, EL LICENCIANTE NO SERÁ RESPONSABLE ANTE USTED POR DAÑO ALGUNO, SEA POR RESPONSABILIDAD EXTRACONTRACTUAL, PRECONTRACTUAL O CONTRACTUAL, OBJETIVA O SUBJETIVA, SE TRATE DE DAÑOS MORALES O PATRIMONIALES, DIRECTOS O INDIRECTOS, PREVISTOS O IMPREVISTOS PRODUCIDOS POR EL USO DE ESTA LICENCIA O DE LA OBRA, AUN CUANDO EL LICENCIANTE HAYA SIDO ADVERTIDO DE LA POSIBILIDAD DE DICHOS DAÑOS. ALGUNAS LEYES NO PERMITEN LA EXCLUSIÓN DE CIERTA RESPONSABILIDAD, EN CUYO CASO ESTA EXCLUSIÓN PUEDE NO APLICARSE A USTED.</p>
  </li>
  <br/>
  <li>
    Término.
    <ol type="a">
      <li>Esta Licencia y los derechos otorgados en virtud de ella terminarán automáticamente si Usted infringe alguna condición establecida en ella. Sin embargo, los individuos o entidades que han recibido Obras Derivadas o Colectivas de Usted de conformidad con esta Licencia, no verán terminadas sus licencias, siempre que estos individuos o entidades sigan cumpliendo íntegramente las condiciones de estas licencias. Las Secciones 1, 2, 5, 6, 7, y 8 subsistirán a cualquier terminación de esta Licencia.</li>
      <li>Sujeta a las condiciones y términos anteriores, la licencia otorgada aquí es perpetua (durante el período de vigencia de los derechos de autor de la obra). No obstante lo anterior, el Licenciante se reserva el derecho a publicar y/o estrenar la Obra bajo condiciones de licencia diferentes o a dejar de distribuirla en los términos de esta Licencia en cualquier momento; en el entendido, sin embargo, que esa elección no servirá para revocar esta licencia o que deba ser otorgada , bajo los términos de esta licencia), y esta licencia continuará en pleno vigor y efecto a menos que sea terminada como se expresa atrás. La Licencia revocada continuará siendo plenamente vigente y efectiva si no se le da término en las condiciones indicadas anteriormente.</li>
    </ol>
  </li>
  <br/>
  <li>
    Varios.
    <ol type="a">
      <li>Cada vez que Usted distribuya o ponga a disposición pública la Obra o una Obra Colectiva, el Licenciante ofrecerá al destinatario una licencia en los mismos términos y condiciones que la licencia otorgada a Usted bajo esta Licencia.</li>
      <li>Si alguna disposición de esta Licencia resulta invalidada o no exigible, según la legislación vigente, esto no afectará ni la validez ni la aplicabilidad del resto de condiciones de esta Licencia y, sin acción adicional por parte de los sujetos de este acuerdo, aquélla se entenderá reformada lo mínimo necesario para hacer que dicha disposición sea válida y exigible.</li>
      <li>Ningún término o disposición de esta Licencia se estimará renunciada y ninguna violación de ella será consentida a menos que esa renuncia o consentimiento sea otorgado por escrito y firmado por la parte que renuncie o consienta.</li>
      <li>Esta Licencia refleja el acuerdo pleno entre las partes respecto a la Obra aquí licenciada. No hay arreglos, acuerdos o declaraciones respecto a la Obra que no estén especificados en este documento. El Licenciante no se verá limitado por ninguna disposición adicional que pueda surgir en alguna comunicación emanada de Usted. Esta Licencia no puede ser modificada sin el consentimiento mutuo por escrito del Licenciante y Usted.</li>
    </ol>
  </li>
  <br/>
</ol>
 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