Towards FAIR Workflows for Federated Experimental Sciences

Authors: Saranathan, Gayathri, Martin, Foltin, Tripathy, Aalap, Justine, Annmary, Ziatdinov, Maxim, Ghosh, Ayana, Roccapriore, Kevin, Bhattacharya, Supama, Faraboschi, Paolo

Source: 2024 IEEE Conference on Artificial Intelligence (CAI) CAI Artificial Intelligence (CAI), 2024 IEEE Conference on. :1436-1437 Jun, 2024

Relation: 2024 IEEE Conference on Artificial Intelligence (CAI)

Workflows Community Summit 2022: A Roadmap Revolution

Authors: da Silva, Rafael Ferreira, Badia, Rosa M., Bala, Venkat, Bard, Debbie, Bremer, Peer-Timo, Buckley, Ian, Caino-Lores, Silvina, Chard, Kyle, Goble, Carole, Jha, Shantenu, Katz, Daniel S., Laney, Daniel, Parashar, Manish, Suter, Frederic, Tyler, Nick, Uram, Thomas, Altintas, Ilkay, Andersson, Stefan, Arndt, William, Aznar, Juan, Bader, Jonathan, Balis, Bartosz, Blanton, Chris, Braghetto, Kelly Rosa, Brodutch, Aharon, Brunk, Paul, Casanova, Henri, Lierta, Alba Cervera, Chigu, Justin, Coleman, Taina, Collier, Nick, Colonnelli, Iacopo, Coppens, Frederik, Crusoe, Michael, Cunningham, Will, Kinoshita, Bruno de Paula, Di Tommaso, Paolo, Doutriaux, Charles, Downton, Matthew, Elwasif, Wael, Enders, Bjoern, Erdmann, Chris, Fahringer, Thomas, Figueiredo, Ludmilla, Filgueira, Rosa, Foltin, Martin, Fouilloux, Anne, Gadelha, Luiz, Gallo, Andy, Saez, Artur Garcia, Garijo, Daniel, Gerlach, Roman, Grant, Ryan, Grayson, Samuel, Grubel, Patricia, Gustafsson, Johan, Hayot-Sasson, Valerie, Hernandez, Oscar, Hilbrich, Marcus, Justine, AnnMary, Laflotte, Ian, Lehmann, Fabian, Luckow, Andre, Luettgau, Jakob, Maheshwari, Ketan, Matsuda, Motohiko, Medic, Doriana, Mendygral, Pete, Michalewicz, Marek, Nonaka, Jorji, Pawlik, Maciej, Pottier, Loic, Pouchard, Line, Putz, Mathias, Radha, Santosh Kumar, Ramakrishnan, Lavanya, Ristov, Sashko, Romano, Paul, Rosendo, Daniel, Ruefenacht, Martin, Rycerz, Katarzyna, Saurabh, Nishant, Savchenko, Volodymyr, Schulz, Martin, Simpson, Christine, Sirvent, Raul, Skluzacek, Tyler, Soiland-Reyes, Stian, Souza, Renan, Sukumar, Sreenivas Rangan, Sun, Ziheng, Sussman, Alan, Thain, Douglas, Titov, Mikhail, Tovar, Benjamin, Tripathy, Aalap, Turilli, Matteo, Tuznik, Bartosz, van Dam, Hubertus, Vivas, Aurelio, Ward, Logan, Widener, Patrick, Wilkinson, Sean, Zawalska, Justyna, Zulfiqar, Mahnoor

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2304.00019

Self-learning Data Foundation for Scientific AI
22nd Conference on Smokey Mountains Computational Sciences and Engineering

Authors: Justine, Annmary, Serebryakov, Sergey, Xu, Cong, Tripathy, Aalap, Bhattacharya, Suparna, Faraboschi, Paolo, Foltin, Martin

Source: Communications in computer and information science. 1690:20-37

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607962431&indx=1&recIds=ETOCCN607962431

Knowledge Graph Empowered Machine Learning Pipelines for Improved Efficiency, Reusability, and Explainability

Authors: Venkataramanan, Revathy, Tripathy, Aalap, Foltin, Martin, Yip, Hong Yung, Justine, Annmary, Sheth, Amit

Source: IEEE internet computing. 27(1):81-88

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100179378929.0x000001&indx=1&recIds=ETOCvdc_100179378929.0x000001

Constructing a metadata knowledge graph as an atlas for demystifying AI pipeline optimization.

Authors: Venkataramanan, Revathy, Tripathy, Aalap, Kumar, Tarun, Serebryakov, Sergey, Justine, Annmary, Shah, Arpit, Bhattacharya, Suparna, Foltin, Martin, Faraboschi, Paolo, Roy, Kaushik, Sheth, Amit

Source: Frontiers in Big Data; 2025, p1-18, 18p