| 2021 | 17th IEEE International Conference on eScience, eScience 2021, Innsbruck, Austria, September 20-23, 2021 |
| 2021 | A Case Study in Scientific Reproducibility from the Event Horizon Telescope (EHT). Ross Ketron, Jacob Leonard, Brandan Roachell, Ria Patel, R. White, Silvina Caíno-Lores, Nigel Tan, Patrick R. Miles, Karan Vahi, Ewa Deelman, Duncan A. Brown, Michela Taufer |
| 2021 | A Roadmap to Robust Science for High-throughput Applications: The Scientists' Perspective. Michela Taufer, Ewa Deelman, Rafael Ferreira da Silva, Trilce Estrada, Mary W. Hall |
| 2021 | Accelerating complex modeling workflows in CyberWater using on-demand HPC/Cloud resources. Feng Li, Ranran Chen, Yuankun Fu, Fengguang Song, Yao Liang, Isuru Ranawaka, Sudhakar Pamidighantam, Daniel Luna, Xu Liang |
| 2021 | An Empirical Study of Package Dependencies and Lifetimes in Binder Python Containers. Tim Shaffer, Kyle Chard, Douglas Thain |
| 2021 | Analyzing Big Environmental Audio with Frequency Preserving Autoencoders. Benjamin Rowe, Philip Eichinski, Jinglan Zhang, Paul Roe |
| 2021 | Brane: A Framework for Programmable Orchestration of Multi-Site Applications. Onno Valkering, Reginald Cushing, Adam Belloum |
| 2021 | Capturing and Semantically Describing Provenance to Tell the Story of R Scripts. Maria Luiza Mondelli, Sheeba Samuel, Birgitta König-Ries, Luiz M. R. Gadelha Jr. |
| 2021 | Cloud Clustering Over January 2003 via Scalable Rotationally Invariant Autoencoder. Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster |
| 2021 | Compound Segmentation via Clustering on Mol2Vec-based Embeddings. Daniyal Kazempour, Anna Beer, Melanie Oelker, Peer Kröger, Thomas Seidl |
| 2021 | Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds. Renato Luiz de Freitas Cunha, Lucas Correia Villa Real, Renan Souza, Bruno Silva, Marco A. S. Netto |
| 2021 | CrisisFlow: Multimodal Representation Learning Workflow for Crisis Computing. Patrycja Krawczuk, Shubham Nagarkar, Ewa Deelman |
| 2021 | Distributed Spatiotemporal Distance Join for Trajectory Data. Guang Yang, Thomas Heinis |
| 2021 | EPI Framework: Approach for Traffic Redirection Through Containerised Network Functions. Jamila Alsayed Kassem, Onno Valkering, Adam Belloum, Paola Grosso |
| 2021 | Edge-to-cloud Virtualized Cyberinfrastructure for Near Real-time Water Quality Forecasting in Lakes and Reservoirs. Vahid Daneshmand, Adrienne Breef-Pilz, Cayelan C. Carey, Yuqi Jin, Yun-Jung Ku, Kensworth C. Subratie, R. Quinn Thomas, Renato J. O. Figueiredo |
| 2021 | Enabling microbiome research on personal devices. Igor Sfiligoi, Daniel McDonald, Rob Knight |
| 2021 | Enhancing Automated FaaS with Cost-aware Provisioning of Cloud Resources. Matt Baughman, Ian T. Foster, Kyle Chard |
| 2021 | Ensemble Labeling towards Scientific Information Extraction (ELSIE) - Blob Extraction. Erin Murphy, Alexander Rasin, Jacob Furst, Daniela Raicu, Roselyne Tchoua |
| 2021 | Expanding IceCube GPU computing into the Clouds. Igor Sfiligoi, Shava Smallen, Frank Würthwein, Nicole Wolter, David Schultz, Benedikt Riedel |
| 2021 | Exploring Learning Approaches for Ancient Greek Character Recognition with Citizen Science Data. Matthew I. Swindall, Gregory Thomas Croisdale, Chase C. Hunter, Ben Keener, Alex C. Williams, James H. Brusuelas, Nita Krevans, Melissa Sellew, Lucy Fortson, John F. Wallin |
| 2021 | Extending defoe for the Efficient Analysis of Historical Texts at Scale. Rosa Filgueira, Claire Grover, Vasilios Karaiskos, Beatrice Alex, Sarah Van Eyndhoven, Lisa Gotthard, Melissa Terras |
| 2021 | Extracting Stances on Pandemic Measures from Social Media Data. Erik Tjong Kim Sang, Shihan Wang, Marijn Schraagen, Mehdi Dastani |
| 2021 | Extreme Scale Survey Simulation with Python Workflows. Antonio Villarreal, Yadu N. Babuji, Thomas D. Uram, Daniel S. Katz, Kyle Chard, Katrin Heitmann |
| 2021 | FPCA emulation of cosmological simulations. Miguel Conceição, Alberto Krone-Martins, Antonio da Silva |
| 2021 | Federated Function as a Service for eScience. Yadu N. Babuji, Josh Bryan, Ryan Chard, Kyle Chard, Ian T. Foster, Ben Galewsky, Daniel S. Katz, Zhuozhao Li |
| 2021 | Gold Panning: Automatic Extraction of Scientific Information from Publications. Zhi Hong, Kyle Chard, Ian T. Foster |
| 2021 | HTCondor data movement at 100 Gbps. Igor Sfiligoi, Frank Würthwein, Thomas A. DeFanti, John J. Graham |
| 2021 | Historic Twitter Mining: A Case Study Aiming to Identify and Capture the Social Media Network Activities of People who Died by Suicide. Richard O. Sinnott, Phillip Law, Jane Pirkis, Lay San Too, Sadia Waleem, Allan Wu |
| 2021 | Incorporating Artificial Intelligence into the Workflow for Calibrating a Numerical Wavetank. Charles J. Gillan, Ciaran Finnegan, Pál Schmitt |
| 2021 | KnowMeme: A Knowledge-enriched Graph Neural Network Solution to Offensive Meme Detection. Lanyu Shang, Christina Youn, Yuheng Zha, Yang Zhang, Dong Wang |
| 2021 | Leveraging Machine Learning to Detect Data Curation Activities. Sara Lafia, Andrea K. Thomer, David A. Bleckley, Dharma Akmon, Libby Hemphill |
| 2021 | Modeling of interruptions in computer network on control of non-zero minimum of capacity. Marina V. Yashina, Alexander G. Tatashev, Ivan Kuteynikov |
| 2021 | Neural Network Based Molecular Dynamics Simulations of Sputtering Processes. Shokirbek Shermukhamedov, Michael Probst, Lei Chen |
| 2021 | Optimizing Embedded Industrial Safety Systems Based on Time-of-flight Depth Imaging. Peter Thoman, Alexander Hirsch, Markus Wippler, Robert Hranitzky |
| 2021 | Porting Real-World Applications to GPU Clusters: A Celerity and Cronos Case Study. Philipp Gschwandtner, Ralf Kissmann, David Huber, Philip Salzmann, Fabian Knorr, Peter Thoman, Thomas Fahringer |
| 2021 | Predicting Flash Floods in the Dallas-Fort Worth Metroplex Using Workflows and Cloud Computing. Eric Lyons, Dong-Jun Seo, Sunghee Kim, Hamideh Habibi, George Papadimitriou, Ryan Tanaka, Ewa Deelman, Michael Zink, Anirban Mandal |
| 2021 | Rapid Prototype for Shifting HPC to the Cloud. Sam Weekly, Zoey Mertes, Alex Younts |
| 2021 | SAMPRA: Scalable Analysis, Management, Protection of Research Artifacts. Patrick G. Bridges, Zeinab Akhavan, Jonathan Wheeler, Hussein Al-Azzawi, Orlando Albillar, Grace Faustino |
| 2021 | Serverless Containers - Rising Viable Approach to Scientific Workflows. Krzysztof Burkat, Maciej Pawlik, Bartosz Balis, Maciej Malawski, Karan Vahi, Mats Rynge, Rafael Ferreira da Silva, Ewa Deelman |
| 2021 | Software and Data Provenance as a Basis for eScience Workflow. Joseph Conquest, Michael Stiber |
| 2021 | Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California. Bo Feng, Geoffrey C. Fox |
| 2021 | Towards Democratizing Modeling at Scale. Yolanda Gil, Maximiliano Osorio, Varun Ratnakar, Suzanne A. Pierce, Je'aime H. Powell, Nick Thorne, Peter Lubbs |
| 2021 | Towards Making Fusion Data FAIR. David Coster, Shaun De Witt, Iraklis A. Klampanos, Marcin Plóciennik, Andreas Ikonomopoulos, Frederic Imbeaux, Nathan Cummings, Michal Owsiak, Agata Filipczak, Bartosz Bosak, Stasinos Konstantopoulos, Pär Strand |
| 2021 | Towards System for Knowledge Representation of Campaign Experimentation. Sachith Withana, Kshitij Mehta, Matthew Wolf, Beth Plale |
| 2021 | Traffic, Earthquakes and Evacuations : A Data Driven Multi-disciplinary Simulation Framework. Mohsen Sichani, Kris Bubendorfer, Richard Arnold |
| 2021 | Ultrafast Focus Detection for Automated Microscopy. Maksim Levental, Ryan Chard, Kyle Chard, Ian T. Foster, Gregg A. Wildenberg |
| 2021 | Using Nanopublications to Detect and Explain Contradictory Research Claims. Imran Asif, Ilaria Tiddi, Alasdair J. G. Gray |
| 2021 | WfChef: Automated Generation of Accurate Scientific Workflow Generators. Tainã Coleman, Henri Casanova, Rafael Ferreira da Silva |
| 2021 | Where to Encode: A Performance Analysis of x86 and Arm-based Amazon EC2 Instances. Roland Mathá, Dragi Kimovski, Anatoliy Zabrovskiy, Christian Timmerer, Radu Prodan |