Report
View in EDS

Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows

Bibliographic Details
Title: Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows
Authors: da Silva, Rafael Ferreira, Bard, Deborah, Chard, Kyle, de Witt, Shaun, Foster, Ian T., Gibbs, Tom, Goble, Carole, Godoy, William, Gustafsson, Johan, Haus, Utz-Uwe, Hudson, Stephen, Jha, Shantenu, Los, Laila, Paine, Drew, Suter, Frédéric, Ward, Logan, Wilkinson, Sean, Amaris, Marcos, Babuji, Yadu, Bader, Jonathan, Balin, Riccardo, Balouek, Daniel, Beecroft, Sarah, Belhajjame, Khalid, Bhattarai, Rajat, Brewer, Wes, Brunk, Paul, Caino-Lores, Silvina, Casanova, Henri, Cassol, Daniela, Coleman, Jared, Coleman, Taina, Colonnelli, Iacopo, Da Silva, Anderson Andrei, de Oliveira, Daniel, Elahi, Pascal, Elfaramawy, Nour, Elwasif, Wael, Etz, Brian, Fahringer, Thomas, Ferreira, Wesley, Filgueira, Rosa, Tande, Jacob Fosso, Gadelha, Luiz, Gallo, Andy, Garijo, Daniel, Georgiou, Yiannis, Gritsch, Philipp, Grubel, Patricia, Gueroudji, Amal, Guilloteau, Quentin, Hamalainen, Carlo, Enriquez, Rolando Hong, Huet, Lauren, Kesling, Kevin Hunter, Iborra, Paula, Jahangiri, Shiva, Janssen, Jan, Jordan, Joe, Kanwal, Sehrish, Kunstmann, Liliane, Lehmann, Fabian, Leser, Ulf, Li, Chen, Liu, Peini, Luettgau, Jakob, Lupat, Richard, Fernandez, Jose M., Maheshwari, Ketan, Malik, Tanu, Marquez, Jack, Matsuda, Motohiko, Medic, Doriana, Mohammadi, Somayeh, Mulone, Alberto, Navarro, John-Luke, Ng, Kin Wai, Noelp, Klaus, Kinoshita, Bruno P., Prout, Ryan, Crusoe, Michael R., Ristov, Sashko, Robila, Stefan, Rosendo, Daniel, Rowell, Billy, Rybicki, Jedrzej, Sanchez, Hector, Saurabh, Nishant, Saurav, Sumit Kumar, Scogland, Tom, Senanayake, Dinindu, Shin, Woong, Sirvent, Raul, Skluzacek, Tyler, Sly-Delgado, Barry, Soiland-Reyes, Stian, Souza, Abel, Souza, Renan, Talia, Domenico, Tallent, Nathan, Thamsen, Lauritz, Titov, Mikhail, Tovar, Benjamin, Vahi, Karan, Vardar-Irrgang, Eric, Vartina, Edite, Wang, Yuandou, Wouters, Merridee, Yu, Qi, Bkhetan, Ziad Al, Zulfiqar, Mahnoor
Publication Year: 2024
Collection: Computer Science
Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing
More Details: The Workflows Community Summit gathered 111 participants from 18 countries to discuss emerging trends and challenges in scientific workflows, focusing on six key areas: time-sensitive workflows, AI-HPC convergence, multi-facility workflows, heterogeneous HPC environments, user experience, and FAIR computational workflows. The integration of AI and exascale computing has revolutionized scientific workflows, enabling higher-fidelity models and complex, time-sensitive processes, while introducing challenges in managing heterogeneous environments and multi-facility data dependencies. The rise of large language models is driving computational demands to zettaflop scales, necessitating modular, adaptable systems and cloud-service models to optimize resource utilization and ensure reproducibility. Multi-facility workflows present challenges in data movement, curation, and overcoming institutional silos, while diverse hardware architectures require integrating workflow considerations into early system design and developing standardized resource management tools. The summit emphasized improving user experience in workflow systems and ensuring FAIR workflows to enhance collaboration and accelerate scientific discovery. Key recommendations include developing standardized metrics for time-sensitive workflows, creating frameworks for cloud-HPC integration, implementing distributed-by-design workflow modeling, establishing multi-facility authentication protocols, and accelerating AI integration in HPC workflow management. The summit also called for comprehensive workflow benchmarks, workflow-specific UX principles, and a FAIR workflow maturity model, highlighting the need for continued collaboration in addressing the complex challenges posed by the convergence of AI, HPC, and multi-facility research environments.
Document Type: Working Paper
DOI: 10.5281/zenodo.13844758
Access URL: http://arxiv.org/abs/2410.14943
Accession Number: edsarx.2410.14943
Database: arXiv
FullText Text:
  Availability: 0
CustomLinks:
  – Url: http://arxiv.org/abs/2410.14943
    Name: EDS - Arxiv
    Category: fullText
    Text: View this record from Arxiv
    MouseOverText: View this record from Arxiv
  – Url: https://resolver.ebsco.com/c/xy5jbn/result?sid=EBSCO:edsarx&genre=article&issn=&ISBN=&volume=&issue=&date=20241018&spage=&pages=&title=Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows&atitle=Workflows%20Community%20Summit%202024%3A%20Future%20Trends%20and%20Challenges%20in%20Scientific%20Workflows&aulast=da%20Silva%2C%20Rafael%20Ferreira&id=DOI:10.5281/zenodo.13844758
    Name: Full Text Finder (for New FTF UI) (s8985755)
    Category: fullText
    Text: Find It @ SCU Libraries
    MouseOverText: Find It @ SCU Libraries
Header DbId: edsarx
DbLabel: arXiv
An: edsarx.2410.14943
RelevancyScore: 1128
AccessLevel: 3
PubType: Report
PubTypeId: report
PreciseRelevancyScore: 1128.01892089844
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22da+Silva%2C+Rafael+Ferreira%22">da Silva, Rafael Ferreira</searchLink><br /><searchLink fieldCode="AR" term="%22Bard%2C+Deborah%22">Bard, Deborah</searchLink><br /><searchLink fieldCode="AR" term="%22Chard%2C+Kyle%22">Chard, Kyle</searchLink><br /><searchLink fieldCode="AR" term="%22de+Witt%2C+Shaun%22">de Witt, Shaun</searchLink><br /><searchLink fieldCode="AR" term="%22Foster%2C+Ian+T%2E%22">Foster, Ian T.</searchLink><br /><searchLink fieldCode="AR" term="%22Gibbs%2C+Tom%22">Gibbs, Tom</searchLink><br /><searchLink fieldCode="AR" term="%22Goble%2C+Carole%22">Goble, Carole</searchLink><br /><searchLink fieldCode="AR" term="%22Godoy%2C+William%22">Godoy, William</searchLink><br /><searchLink fieldCode="AR" term="%22Gustafsson%2C+Johan%22">Gustafsson, Johan</searchLink><br /><searchLink fieldCode="AR" term="%22Haus%2C+Utz-Uwe%22">Haus, Utz-Uwe</searchLink><br /><searchLink fieldCode="AR" term="%22Hudson%2C+Stephen%22">Hudson, Stephen</searchLink><br /><searchLink fieldCode="AR" term="%22Jha%2C+Shantenu%22">Jha, Shantenu</searchLink><br /><searchLink fieldCode="AR" term="%22Los%2C+Laila%22">Los, Laila</searchLink><br /><searchLink fieldCode="AR" term="%22Paine%2C+Drew%22">Paine, Drew</searchLink><br /><searchLink fieldCode="AR" term="%22Suter%2C+Frédéric%22">Suter, Frédéric</searchLink><br /><searchLink fieldCode="AR" term="%22Ward%2C+Logan%22">Ward, Logan</searchLink><br /><searchLink fieldCode="AR" term="%22Wilkinson%2C+Sean%22">Wilkinson, Sean</searchLink><br /><searchLink fieldCode="AR" term="%22Amaris%2C+Marcos%22">Amaris, Marcos</searchLink><br /><searchLink fieldCode="AR" term="%22Babuji%2C+Yadu%22">Babuji, Yadu</searchLink><br /><searchLink fieldCode="AR" term="%22Bader%2C+Jonathan%22">Bader, Jonathan</searchLink><br /><searchLink fieldCode="AR" term="%22Balin%2C+Riccardo%22">Balin, Riccardo</searchLink><br /><searchLink fieldCode="AR" term="%22Balouek%2C+Daniel%22">Balouek, Daniel</searchLink><br /><searchLink fieldCode="AR" term="%22Beecroft%2C+Sarah%22">Beecroft, Sarah</searchLink><br /><searchLink fieldCode="AR" term="%22Belhajjame%2C+Khalid%22">Belhajjame, Khalid</searchLink><br /><searchLink fieldCode="AR" term="%22Bhattarai%2C+Rajat%22">Bhattarai, Rajat</searchLink><br /><searchLink fieldCode="AR" term="%22Brewer%2C+Wes%22">Brewer, Wes</searchLink><br /><searchLink fieldCode="AR" term="%22Brunk%2C+Paul%22">Brunk, Paul</searchLink><br /><searchLink fieldCode="AR" term="%22Caino-Lores%2C+Silvina%22">Caino-Lores, Silvina</searchLink><br /><searchLink fieldCode="AR" term="%22Casanova%2C+Henri%22">Casanova, Henri</searchLink><br /><searchLink fieldCode="AR" term="%22Cassol%2C+Daniela%22">Cassol, Daniela</searchLink><br /><searchLink fieldCode="AR" term="%22Coleman%2C+Jared%22">Coleman, Jared</searchLink><br /><searchLink fieldCode="AR" term="%22Coleman%2C+Taina%22">Coleman, Taina</searchLink><br /><searchLink fieldCode="AR" term="%22Colonnelli%2C+Iacopo%22">Colonnelli, Iacopo</searchLink><br /><searchLink fieldCode="AR" term="%22Da+Silva%2C+Anderson+Andrei%22">Da Silva, Anderson Andrei</searchLink><br /><searchLink fieldCode="AR" term="%22de+Oliveira%2C+Daniel%22">de Oliveira, Daniel</searchLink><br /><searchLink fieldCode="AR" term="%22Elahi%2C+Pascal%22">Elahi, Pascal</searchLink><br /><searchLink fieldCode="AR" term="%22Elfaramawy%2C+Nour%22">Elfaramawy, Nour</searchLink><br /><searchLink fieldCode="AR" term="%22Elwasif%2C+Wael%22">Elwasif, Wael</searchLink><br /><searchLink fieldCode="AR" term="%22Etz%2C+Brian%22">Etz, Brian</searchLink><br /><searchLink fieldCode="AR" term="%22Fahringer%2C+Thomas%22">Fahringer, Thomas</searchLink><br /><searchLink fieldCode="AR" term="%22Ferreira%2C+Wesley%22">Ferreira, Wesley</searchLink><br /><searchLink fieldCode="AR" term="%22Filgueira%2C+Rosa%22">Filgueira, Rosa</searchLink><br /><searchLink fieldCode="AR" term="%22Tande%2C+Jacob+Fosso%22">Tande, Jacob Fosso</searchLink><br /><searchLink fieldCode="AR" term="%22Gadelha%2C+Luiz%22">Gadelha, Luiz</searchLink><br /><searchLink fieldCode="AR" term="%22Gallo%2C+Andy%22">Gallo, Andy</searchLink><br /><searchLink fieldCode="AR" term="%22Garijo%2C+Daniel%22">Garijo, Daniel</searchLink><br /><searchLink fieldCode="AR" term="%22Georgiou%2C+Yiannis%22">Georgiou, Yiannis</searchLink><br /><searchLink fieldCode="AR" term="%22Gritsch%2C+Philipp%22">Gritsch, Philipp</searchLink><br /><searchLink fieldCode="AR" term="%22Grubel%2C+Patricia%22">Grubel, Patricia</searchLink><br /><searchLink fieldCode="AR" term="%22Gueroudji%2C+Amal%22">Gueroudji, Amal</searchLink><br /><searchLink fieldCode="AR" term="%22Guilloteau%2C+Quentin%22">Guilloteau, Quentin</searchLink><br /><searchLink fieldCode="AR" term="%22Hamalainen%2C+Carlo%22">Hamalainen, Carlo</searchLink><br /><searchLink fieldCode="AR" term="%22Enriquez%2C+Rolando+Hong%22">Enriquez, Rolando Hong</searchLink><br /><searchLink fieldCode="AR" term="%22Huet%2C+Lauren%22">Huet, Lauren</searchLink><br /><searchLink fieldCode="AR" term="%22Kesling%2C+Kevin+Hunter%22">Kesling, Kevin Hunter</searchLink><br /><searchLink fieldCode="AR" term="%22Iborra%2C+Paula%22">Iborra, Paula</searchLink><br /><searchLink fieldCode="AR" term="%22Jahangiri%2C+Shiva%22">Jahangiri, Shiva</searchLink><br /><searchLink fieldCode="AR" term="%22Janssen%2C+Jan%22">Janssen, Jan</searchLink><br /><searchLink fieldCode="AR" term="%22Jordan%2C+Joe%22">Jordan, Joe</searchLink><br /><searchLink fieldCode="AR" term="%22Kanwal%2C+Sehrish%22">Kanwal, Sehrish</searchLink><br /><searchLink fieldCode="AR" term="%22Kunstmann%2C+Liliane%22">Kunstmann, Liliane</searchLink><br /><searchLink fieldCode="AR" term="%22Lehmann%2C+Fabian%22">Lehmann, Fabian</searchLink><br /><searchLink fieldCode="AR" term="%22Leser%2C+Ulf%22">Leser, Ulf</searchLink><br /><searchLink fieldCode="AR" term="%22Li%2C+Chen%22">Li, Chen</searchLink><br /><searchLink fieldCode="AR" term="%22Liu%2C+Peini%22">Liu, Peini</searchLink><br /><searchLink fieldCode="AR" term="%22Luettgau%2C+Jakob%22">Luettgau, Jakob</searchLink><br /><searchLink fieldCode="AR" term="%22Lupat%2C+Richard%22">Lupat, Richard</searchLink><br /><searchLink fieldCode="AR" term="%22Fernandez%2C+Jose+M%2E%22">Fernandez, Jose M.</searchLink><br /><searchLink fieldCode="AR" term="%22Maheshwari%2C+Ketan%22">Maheshwari, Ketan</searchLink><br /><searchLink fieldCode="AR" term="%22Malik%2C+Tanu%22">Malik, Tanu</searchLink><br /><searchLink fieldCode="AR" term="%22Marquez%2C+Jack%22">Marquez, Jack</searchLink><br /><searchLink fieldCode="AR" term="%22Matsuda%2C+Motohiko%22">Matsuda, Motohiko</searchLink><br /><searchLink fieldCode="AR" term="%22Medic%2C+Doriana%22">Medic, Doriana</searchLink><br /><searchLink fieldCode="AR" term="%22Mohammadi%2C+Somayeh%22">Mohammadi, Somayeh</searchLink><br /><searchLink fieldCode="AR" term="%22Mulone%2C+Alberto%22">Mulone, Alberto</searchLink><br /><searchLink fieldCode="AR" term="%22Navarro%2C+John-Luke%22">Navarro, John-Luke</searchLink><br /><searchLink fieldCode="AR" term="%22Ng%2C+Kin+Wai%22">Ng, Kin Wai</searchLink><br /><searchLink fieldCode="AR" term="%22Noelp%2C+Klaus%22">Noelp, Klaus</searchLink><br /><searchLink fieldCode="AR" term="%22Kinoshita%2C+Bruno+P%2E%22">Kinoshita, Bruno P.</searchLink><br /><searchLink fieldCode="AR" term="%22Prout%2C+Ryan%22">Prout, Ryan</searchLink><br /><searchLink fieldCode="AR" term="%22Crusoe%2C+Michael+R%2E%22">Crusoe, Michael R.</searchLink><br /><searchLink fieldCode="AR" term="%22Ristov%2C+Sashko%22">Ristov, Sashko</searchLink><br /><searchLink fieldCode="AR" term="%22Robila%2C+Stefan%22">Robila, Stefan</searchLink><br /><searchLink fieldCode="AR" term="%22Rosendo%2C+Daniel%22">Rosendo, Daniel</searchLink><br /><searchLink fieldCode="AR" term="%22Rowell%2C+Billy%22">Rowell, Billy</searchLink><br /><searchLink fieldCode="AR" term="%22Rybicki%2C+Jedrzej%22">Rybicki, Jedrzej</searchLink><br /><searchLink fieldCode="AR" term="%22Sanchez%2C+Hector%22">Sanchez, Hector</searchLink><br /><searchLink fieldCode="AR" term="%22Saurabh%2C+Nishant%22">Saurabh, Nishant</searchLink><br /><searchLink fieldCode="AR" term="%22Saurav%2C+Sumit+Kumar%22">Saurav, Sumit Kumar</searchLink><br /><searchLink fieldCode="AR" term="%22Scogland%2C+Tom%22">Scogland, Tom</searchLink><br /><searchLink fieldCode="AR" term="%22Senanayake%2C+Dinindu%22">Senanayake, Dinindu</searchLink><br /><searchLink fieldCode="AR" term="%22Shin%2C+Woong%22">Shin, Woong</searchLink><br /><searchLink fieldCode="AR" term="%22Sirvent%2C+Raul%22">Sirvent, Raul</searchLink><br /><searchLink fieldCode="AR" term="%22Skluzacek%2C+Tyler%22">Skluzacek, Tyler</searchLink><br /><searchLink fieldCode="AR" term="%22Sly-Delgado%2C+Barry%22">Sly-Delgado, Barry</searchLink><br /><searchLink fieldCode="AR" term="%22Soiland-Reyes%2C+Stian%22">Soiland-Reyes, Stian</searchLink><br /><searchLink fieldCode="AR" term="%22Souza%2C+Abel%22">Souza, Abel</searchLink><br /><searchLink fieldCode="AR" term="%22Souza%2C+Renan%22">Souza, Renan</searchLink><br /><searchLink fieldCode="AR" term="%22Talia%2C+Domenico%22">Talia, Domenico</searchLink><br /><searchLink fieldCode="AR" term="%22Tallent%2C+Nathan%22">Tallent, Nathan</searchLink><br /><searchLink fieldCode="AR" term="%22Thamsen%2C+Lauritz%22">Thamsen, Lauritz</searchLink><br /><searchLink fieldCode="AR" term="%22Titov%2C+Mikhail%22">Titov, Mikhail</searchLink><br /><searchLink fieldCode="AR" term="%22Tovar%2C+Benjamin%22">Tovar, Benjamin</searchLink><br /><searchLink fieldCode="AR" term="%22Vahi%2C+Karan%22">Vahi, Karan</searchLink><br /><searchLink fieldCode="AR" term="%22Vardar-Irrgang%2C+Eric%22">Vardar-Irrgang, Eric</searchLink><br /><searchLink fieldCode="AR" term="%22Vartina%2C+Edite%22">Vartina, Edite</searchLink><br /><searchLink fieldCode="AR" term="%22Wang%2C+Yuandou%22">Wang, Yuandou</searchLink><br /><searchLink fieldCode="AR" term="%22Wouters%2C+Merridee%22">Wouters, Merridee</searchLink><br /><searchLink fieldCode="AR" term="%22Yu%2C+Qi%22">Yu, Qi</searchLink><br /><searchLink fieldCode="AR" term="%22Bkhetan%2C+Ziad+Al%22">Bkhetan, Ziad Al</searchLink><br /><searchLink fieldCode="AR" term="%22Zulfiqar%2C+Mahnoor%22">Zulfiqar, Mahnoor</searchLink>
– Name: DatePubCY
  Label: Publication Year
  Group: Date
  Data: 2024
– Name: Subset
  Label: Collection
  Group: HoldingsInfo
  Data: Computer Science
– Name: Subject
  Label: Subject Terms
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Computer+Science+-+Distributed%2C+Parallel%2C+and+Cluster+Computing%22">Computer Science - Distributed, Parallel, and Cluster Computing</searchLink>
– Name: Abstract
  Label: Description
  Group: Ab
  Data: The Workflows Community Summit gathered 111 participants from 18 countries to discuss emerging trends and challenges in scientific workflows, focusing on six key areas: time-sensitive workflows, AI-HPC convergence, multi-facility workflows, heterogeneous HPC environments, user experience, and FAIR computational workflows. The integration of AI and exascale computing has revolutionized scientific workflows, enabling higher-fidelity models and complex, time-sensitive processes, while introducing challenges in managing heterogeneous environments and multi-facility data dependencies. The rise of large language models is driving computational demands to zettaflop scales, necessitating modular, adaptable systems and cloud-service models to optimize resource utilization and ensure reproducibility. Multi-facility workflows present challenges in data movement, curation, and overcoming institutional silos, while diverse hardware architectures require integrating workflow considerations into early system design and developing standardized resource management tools. The summit emphasized improving user experience in workflow systems and ensuring FAIR workflows to enhance collaboration and accelerate scientific discovery. Key recommendations include developing standardized metrics for time-sensitive workflows, creating frameworks for cloud-HPC integration, implementing distributed-by-design workflow modeling, establishing multi-facility authentication protocols, and accelerating AI integration in HPC workflow management. The summit also called for comprehensive workflow benchmarks, workflow-specific UX principles, and a FAIR workflow maturity model, highlighting the need for continued collaboration in addressing the complex challenges posed by the convergence of AI, HPC, and multi-facility research environments.
– Name: TypeDocument
  Label: Document Type
  Group: TypDoc
  Data: Working Paper
– Name: DOI
  Label: DOI
  Group: ID
  Data: 10.5281/zenodo.13844758
– Name: URL
  Label: Access URL
  Group: URL
  Data: <link linkTarget="URL" linkTerm="http://arxiv.org/abs/2410.14943" linkWindow="_blank">http://arxiv.org/abs/2410.14943</link>
– Name: AN
  Label: Accession Number
  Group: ID
  Data: edsarx.2410.14943
PLink https://login.libproxy.scu.edu/login?url=https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&scope=site&db=edsarx&AN=edsarx.2410.14943
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.5281/zenodo.13844758
    Subjects:
      – SubjectFull: Computer Science - Distributed, Parallel, and Cluster Computing
        Type: general
    Titles:
      – TitleFull: Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: da Silva, Rafael Ferreira
      – PersonEntity:
          Name:
            NameFull: Bard, Deborah
      – PersonEntity:
          Name:
            NameFull: Chard, Kyle
      – PersonEntity:
          Name:
            NameFull: de Witt, Shaun
      – PersonEntity:
          Name:
            NameFull: Foster, Ian T.
      – PersonEntity:
          Name:
            NameFull: Gibbs, Tom
      – PersonEntity:
          Name:
            NameFull: Goble, Carole
      – PersonEntity:
          Name:
            NameFull: Godoy, William
      – PersonEntity:
          Name:
            NameFull: Gustafsson, Johan
      – PersonEntity:
          Name:
            NameFull: Haus, Utz-Uwe
      – PersonEntity:
          Name:
            NameFull: Hudson, Stephen
      – PersonEntity:
          Name:
            NameFull: Jha, Shantenu
      – PersonEntity:
          Name:
            NameFull: Los, Laila
      – PersonEntity:
          Name:
            NameFull: Paine, Drew
      – PersonEntity:
          Name:
            NameFull: Suter, Frédéric
      – PersonEntity:
          Name:
            NameFull: Ward, Logan
      – PersonEntity:
          Name:
            NameFull: Wilkinson, Sean
      – PersonEntity:
          Name:
            NameFull: Amaris, Marcos
      – PersonEntity:
          Name:
            NameFull: Babuji, Yadu
      – PersonEntity:
          Name:
            NameFull: Bader, Jonathan
      – PersonEntity:
          Name:
            NameFull: Balin, Riccardo
      – PersonEntity:
          Name:
            NameFull: Balouek, Daniel
      – PersonEntity:
          Name:
            NameFull: Beecroft, Sarah
      – PersonEntity:
          Name:
            NameFull: Belhajjame, Khalid
      – PersonEntity:
          Name:
            NameFull: Bhattarai, Rajat
      – PersonEntity:
          Name:
            NameFull: Brewer, Wes
      – PersonEntity:
          Name:
            NameFull: Brunk, Paul
      – PersonEntity:
          Name:
            NameFull: Caino-Lores, Silvina
      – PersonEntity:
          Name:
            NameFull: Casanova, Henri
      – PersonEntity:
          Name:
            NameFull: Cassol, Daniela
      – PersonEntity:
          Name:
            NameFull: Coleman, Jared
      – PersonEntity:
          Name:
            NameFull: Coleman, Taina
      – PersonEntity:
          Name:
            NameFull: Colonnelli, Iacopo
      – PersonEntity:
          Name:
            NameFull: Da Silva, Anderson Andrei
      – PersonEntity:
          Name:
            NameFull: de Oliveira, Daniel
      – PersonEntity:
          Name:
            NameFull: Elahi, Pascal
      – PersonEntity:
          Name:
            NameFull: Elfaramawy, Nour
      – PersonEntity:
          Name:
            NameFull: Elwasif, Wael
      – PersonEntity:
          Name:
            NameFull: Etz, Brian
      – PersonEntity:
          Name:
            NameFull: Fahringer, Thomas
      – PersonEntity:
          Name:
            NameFull: Ferreira, Wesley
      – PersonEntity:
          Name:
            NameFull: Filgueira, Rosa
      – PersonEntity:
          Name:
            NameFull: Tande, Jacob Fosso
      – PersonEntity:
          Name:
            NameFull: Gadelha, Luiz
      – PersonEntity:
          Name:
            NameFull: Gallo, Andy
      – PersonEntity:
          Name:
            NameFull: Garijo, Daniel
      – PersonEntity:
          Name:
            NameFull: Georgiou, Yiannis
      – PersonEntity:
          Name:
            NameFull: Gritsch, Philipp
      – PersonEntity:
          Name:
            NameFull: Grubel, Patricia
      – PersonEntity:
          Name:
            NameFull: Gueroudji, Amal
      – PersonEntity:
          Name:
            NameFull: Guilloteau, Quentin
      – PersonEntity:
          Name:
            NameFull: Hamalainen, Carlo
      – PersonEntity:
          Name:
            NameFull: Enriquez, Rolando Hong
      – PersonEntity:
          Name:
            NameFull: Huet, Lauren
      – PersonEntity:
          Name:
            NameFull: Kesling, Kevin Hunter
      – PersonEntity:
          Name:
            NameFull: Iborra, Paula
      – PersonEntity:
          Name:
            NameFull: Jahangiri, Shiva
      – PersonEntity:
          Name:
            NameFull: Janssen, Jan
      – PersonEntity:
          Name:
            NameFull: Jordan, Joe
      – PersonEntity:
          Name:
            NameFull: Kanwal, Sehrish
      – PersonEntity:
          Name:
            NameFull: Kunstmann, Liliane
      – PersonEntity:
          Name:
            NameFull: Lehmann, Fabian
      – PersonEntity:
          Name:
            NameFull: Leser, Ulf
      – PersonEntity:
          Name:
            NameFull: Li, Chen
      – PersonEntity:
          Name:
            NameFull: Liu, Peini
      – PersonEntity:
          Name:
            NameFull: Luettgau, Jakob
      – PersonEntity:
          Name:
            NameFull: Lupat, Richard
      – PersonEntity:
          Name:
            NameFull: Fernandez, Jose M.
      – PersonEntity:
          Name:
            NameFull: Maheshwari, Ketan
      – PersonEntity:
          Name:
            NameFull: Malik, Tanu
      – PersonEntity:
          Name:
            NameFull: Marquez, Jack
      – PersonEntity:
          Name:
            NameFull: Matsuda, Motohiko
      – PersonEntity:
          Name:
            NameFull: Medic, Doriana
      – PersonEntity:
          Name:
            NameFull: Mohammadi, Somayeh
      – PersonEntity:
          Name:
            NameFull: Mulone, Alberto
      – PersonEntity:
          Name:
            NameFull: Navarro, John-Luke
      – PersonEntity:
          Name:
            NameFull: Ng, Kin Wai
      – PersonEntity:
          Name:
            NameFull: Noelp, Klaus
      – PersonEntity:
          Name:
            NameFull: Kinoshita, Bruno P.
      – PersonEntity:
          Name:
            NameFull: Prout, Ryan
      – PersonEntity:
          Name:
            NameFull: Crusoe, Michael R.
      – PersonEntity:
          Name:
            NameFull: Ristov, Sashko
      – PersonEntity:
          Name:
            NameFull: Robila, Stefan
      – PersonEntity:
          Name:
            NameFull: Rosendo, Daniel
      – PersonEntity:
          Name:
            NameFull: Rowell, Billy
      – PersonEntity:
          Name:
            NameFull: Rybicki, Jedrzej
      – PersonEntity:
          Name:
            NameFull: Sanchez, Hector
      – PersonEntity:
          Name:
            NameFull: Saurabh, Nishant
      – PersonEntity:
          Name:
            NameFull: Saurav, Sumit Kumar
      – PersonEntity:
          Name:
            NameFull: Scogland, Tom
      – PersonEntity:
          Name:
            NameFull: Senanayake, Dinindu
      – PersonEntity:
          Name:
            NameFull: Shin, Woong
      – PersonEntity:
          Name:
            NameFull: Sirvent, Raul
      – PersonEntity:
          Name:
            NameFull: Skluzacek, Tyler
      – PersonEntity:
          Name:
            NameFull: Sly-Delgado, Barry
      – PersonEntity:
          Name:
            NameFull: Soiland-Reyes, Stian
      – PersonEntity:
          Name:
            NameFull: Souza, Abel
      – PersonEntity:
          Name:
            NameFull: Souza, Renan
      – PersonEntity:
          Name:
            NameFull: Talia, Domenico
      – PersonEntity:
          Name:
            NameFull: Tallent, Nathan
      – PersonEntity:
          Name:
            NameFull: Thamsen, Lauritz
      – PersonEntity:
          Name:
            NameFull: Titov, Mikhail
      – PersonEntity:
          Name:
            NameFull: Tovar, Benjamin
      – PersonEntity:
          Name:
            NameFull: Vahi, Karan
      – PersonEntity:
          Name:
            NameFull: Vardar-Irrgang, Eric
      – PersonEntity:
          Name:
            NameFull: Vartina, Edite
      – PersonEntity:
          Name:
            NameFull: Wang, Yuandou
      – PersonEntity:
          Name:
            NameFull: Wouters, Merridee
      – PersonEntity:
          Name:
            NameFull: Yu, Qi
      – PersonEntity:
          Name:
            NameFull: Bkhetan, Ziad Al
      – PersonEntity:
          Name:
            NameFull: Zulfiqar, Mahnoor
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 18
              M: 10
              Type: published
              Y: 2024
ResultId 1