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---
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layout: workshop
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title: WISDOM 2026
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subtitle: 2nd Workshop on Workflows, Intelligent Scientific Data, and Optimization for Automated Management
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event_date: 2026-09-28 23:59:59
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location: Naples, Italy
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times: TBA
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<!-- image: /images/workshops/wisdom-2025.png -->
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in_conjunction_with: https://www.escience-conference.org/2026/images/escience-dark-logo.png
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organizers:
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- name: Tainã Coleman (SDSC)
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image: https://scil.ucsd.edu/sites/default/files/2025-01/Taina%20Coleman_0.png
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- name: Fred Suter (ORNL)
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image: https://scholar.googleusercontent.com/citations?view_op=medium_photo&user=taujrLoAAAAJ&citpid=3
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- name: Rosa Filgueira (EPCC)
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image: https://www.epcc.ed.ac.uk/sites/default/files/styles/person/public/people/rfilgueira.png?itok=wa8TESkt
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steering_committee:
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- name: Kyle Chard (U Chicago)
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image: https://cs.uchicago.edu/wp-content/uploads/2020/02/chard-head.jpeg
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- name: Ilkay Altintas (SDSC)
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image: https://scil.ucsd.edu/ilkay/images/altintas.jpg
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- name: Rafael Ferreira da Silva (ORNL)
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image: https://rafaelsilva.com/assets/images/2022-rafael-ferreira-da-silva-high-resolution.jpg
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---
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<p>Scientific automation is at the forefront of enabling faster, more reproducible discoveries in AI, exascale computing, and distributed environments. The WISDOM workshop provides a platform for researchers, developers, and practitioners to discuss advances in autonomous workflow design, intelligent data management, and scalable and agentic automation techniques. We are especially interested in innovative methods that integrate AI/ML to enhance the flexibility, efficiency, and reliability of scientific processes across heterogeneous environments.</p>
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<p>Topics of interest include, but are not limited to:</p>
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<ul style="list-style: disc; padding-left: 1.5em;">
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<li>AI/ML-Driven & Agentic Workflow Automation</li>
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<li>Autonomous Experimental Control and Self-Driving Labs</li>
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<li>Multi-Facility Agentic Workflow Orchestration</li>
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<li>Digital Twins and Simulation-Based Workflows</li>
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<li>Workflow Performance Optimization and Fault Tolerance</li>
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<li>Time-Sensitive and Real-Time Scientific Workflows</li>
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<li>Human-on-the-Loop Automation</li>
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<li>Active Decision-Making</li>
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<li>Domain-Specific Scientific Workflow Applications</li>
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<li>Convergence of AI and Scientific Simulations</li>
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<li>Heterogeneous Computing for Workflow Automation</li>
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</ul>
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<p>&nbsp;</p>
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<!-- <h3 class="mb-4">Important Dates</h3>
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<ul style="list-style: disc; padding-left: 1.5em;">
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<li>Paper Submission Deadline: <strong><s>June 20</s> <span style="color: red">June 30</span>, 2025</strong></li>
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<li>Notification of Acceptance: <strong><s>July 10</s> <span style="color: red">July 16</span>, 2025</strong></li>
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<li>Camera-Ready Deadline: <strong><s>July 30</s> <span style="color: red">July 30</span>, 2025</strong></li>
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<li>Workshop Date: <strong>September 8, 2025</strong></li>
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</ul>
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<p>&nbsp;</p> -->
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<!-- <h3 class="mb-4">Program <span style="font-weight: normal; font-size: 0.6em;"></span></h3>
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<div class="col-md-12 ftco-animate">
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<table class="table">
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<thead>
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<th>Time <span style="font-weight: normal; font-size: 0.8em;">(PDT)</span></th>
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<th>Event</th>
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</thead>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0; min-width: 8em;">9:00-9:05am</td>
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<td><strong>Workshop Opening Remarks</strong></td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">9:05-10:00am</td>
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<td>
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<strong>Keynote:</strong>
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<a href="https://drive.google.com/file/d/1cEVodjV8INRJyIBwXstEJiD3b0AYW1Fy/view?usp=sharing" target="_blank">
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Toward fully autonomous workflows: handling errors and failures and how AI can help?
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</a><br />
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<span style="color: #999; font-size: 0.9em">Dr. Fred Suter (Oak Ridge National Laboratory)</span>
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</td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">10:00-10:20am</td>
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<td>
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<strong>Paper: </strong>
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<a href="https://drive.google.com/file/d/1pRXZ28RWFzJ-hPxnlW3NaDvtsvqqs0Kq/view?usp=sharing" target="_blank">
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Automation and Collaboration in Complex Epidemiological Workflows with OSPREY
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</a><br />
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<span style="color: #999; font-size: 0.9em">J. Ozik, N. Collier, A.Fadikar, J. Wozniak, V. Hayot-Sasson,
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K. Conroy, K. Chard, J. Wentz, E. Acquesta, J. Ray</span>
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</td>
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</tr>
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<tr style="background-color: #eaeaea;">
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">10:20-11:00am</td>
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<td>Coffee Break</td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">11:00-11:20am</td>
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<td>
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<strong>Paper:</strong>
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<a href="https://drive.google.com/file/d/13yuE1gRPu_B142ekXlHsZvadmeKHtinI/view?usp=sharing" target="_blank">
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A Grassroots Network and Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery
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</a>
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<br />
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<span style="color: #999; font-size: 0.9em">R. Ferreira da Silva, M. Abolhasani, D. A. Antonopoulos, L. Biven, R. Coffee, I. T. Foster, L. Hamilton, S. Jha, T. Mayer, B. Mintz, R. G. Moore, S. Nimer, N. Paulson, W. Shin, Frédéric Suter, M. Taheri, M. Taufer, N. R. Washburn</span>
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</td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">11:20-11:40am</td>
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<td>
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<strong>Paper:</strong> Provenance Tracking in Large-Scale Machine Learning Systems<br />
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<span style="color: #999; font-size: 0.9em">G. Padovani, V. Anantharaj, S. Fiore</span>
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</td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">11:40-12:30pm</td>
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<td>
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<strong>Discussion:</strong> What would it take to make scientific workflows fully autonomous, where no human intervention is needed from data collection to publication?<br />
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<span style="color: #999; font-size: 0.9em"></span>
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</td>
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</tr>
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<tr style="background-color: #eaeaea;">
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">12:30-2:00pm</td>
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<td>Lunch Break</td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">2:00-2:20pm</td>
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<td>
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<strong>Paper:</strong> Bundled for Success: A WfBench-Driven Assessment of Texera<br />
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<span style="color: #999; font-size: 0.9em">M. Wang, S. Jahangiri, K. Maheshwari, C. Li</span>
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</td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">2:20-2:40pm</td>
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<td>
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<strong>Paper:</strong> An LLM-enabled Workflow for Understanding and Evolving HPC Scheduling Practices<br />
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<span style="color: #999; font-size: 0.9em">A. Borch, K. Maheshwari, J. Wozniak, R. Ferreira da Silva</span>
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</td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">2:40-3:00pm</td>
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<td>
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<strong>Paper:</strong> Enabling Command-and-Control in Advanced In Situ Workflows<br />
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<span style="color: #999; font-size: 0.9em">K. Mehta, E. Suchyta, F. Suter, A. Gainaru, N. Podhorszki, S. Klasky</span>
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</td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">3:00-3:30pm</td>
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<td>
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<strong>Discussion:</strong> As we automate more of the scientific process, how do we ensure transparency, accountability, and equity?<br />
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<span style="color: #999; font-size: 0.9em"></span>
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</td>
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</tr>
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<tr style="background-color: #eaeaea;">
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">3:30-4:00pm</td>
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<td>Coffee Break</td>
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</tr>
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<tr>
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<td style="font-size: 0.9em; line-height: 1.2em; margin: 0;">4:00-5:00pm</td>
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<td>
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<strong>Panel:</strong> Should we optimize scientific workflows for performance, cost, or scientific insight, and can we truly balance all three?<br />
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<span style="color: #999; font-size: 0.9em">R. Ferreira da Silva, F. Suter, J. Ozik</span>
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</td>
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</tr>
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</table>
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</div>
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<p>&nbsp;</p> -->
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<!-- <h3 class="mb-4">Submission Guidelines</h3>
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<p>Submissions should be <strong>8 pages</strong> (including references), following the <span style="color: red">ACM
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SigConf format found
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at: <a href="https://www.acm.org/publications/proceedings-template"
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target="_blank">https://www.acm.org/publications/proceedings-template</a></span>.</p>
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<p>All submissions will receive at least three reviews. All submissions will be single-blind peer reviewed.
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</p>
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<p>Selected full papers will receive a slot for an oral presentation. We strongly encourage authors to share
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code, data,
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and artifacts alongside their papers.</p> -->
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<!-- <a href="https://ssl.linklings.net/conferences/icpp/?page=SampleForm&id=WISDOMWorkflowsIntelligentScientificDataandOptimizationforautomatedManagementSubmission&site=icpp2025"
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target="_blank" class="btn-get-started hide-on-mobile">Submit Your Paper ></a> -->
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<!-- <p>&nbsp;</p> -->
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<h3 class="mb-4">Program Committee</h3>
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<ul style="list-style: disc; padding-left: 1.5em;">
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<li>Silvina Caino-Lores (INRIA)</li>
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<li>Amal Gueroudji (Argonne National Laboratory)</li>
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<li>Stephen Hudson (Argonne National Laboratory)</li>
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<li>Seth Ockerman (Argonne National Laboratory)</li>
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<li>Loïc Pottier (Lawrence Livermore National Laboratory)</li>
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<li>Raül Sirvent (Barcelona Supercomputing Center)</li>
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<li>Tyler Skluzacek (Oak Ridge National Laboratory)</li>
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<li>Paula Fernanda Olaya Garcia (Nvidia)</li>
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<li>Anna-Lena Lamprecht (University of Potsdam)</li>
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<li>Doriana Medici (University of Torino)</li>
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<li>Larisa Soldatova (Goldsmiths, University of London)</li>
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<li>Maciej Malawski (AGH University of Kraków)</li>
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<li>Julia Romanowska (University of Bergen)</li>
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<li>Jesus Carretero (University Carlos III de Madrid)</li>
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<li>Paolo Missier (University of Birmingham)</li>
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</ul>

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