Daniel Crawl

58 papers A 2B 9C 1Misc 12Journal 12Unranked 21
YearRankTypeTitle / Venue / Authors
2025 — conf
Actionable Fire Modeling in Firemap for Extended Attack Decision Support.
ICCS (Workshops 4)
Ilkay Altintas, Shweta Purawat, Daniel Crawl, Jessica Block, Jenny Lee, Adrienne Breland, Ismael Pérez, Jordan Combs, Rawaf Al Rawaf, Chris Lautenberger, Gary W. Johnson, David Saah
2025 — conf
An Agentic Approach to Generate Conversational Narratives on the Immersive Forest.
eScience
Isaac Nealey, Nicholas Scherer, Blake Crowther, Jennifer Du, Pitchayarasm Kunghae, Wesley Schiller, Mai Nguyen, Daniel Crawl, Ilkay Altintas
2025 A conf
Towards a Federated Approach to Complex Digital Twins.
HPDC
Hena Ahmed, Daniel Crawl, Ilkay Altintas
2024 B conf
Near Real-Time Wildfire Damage Assessment using Aerial Thermal Imagery and Machine Learning.
IEEE Big Data
Saqib Azim, Mai H. Nguyen, Daniel Crawl, Jessica Block, Rawaf Al Rawaf, Francesca Hart, Mark Campbell, Robert Scott, Ilkay Altintas
2024 B conf
Streamlined Edge Computing for Fire Science and Management using WIFIRE Edge.
e-Science
Ilkay Altintas, Shweta Purawat, Ismael Pérez, Jenny Lee, Melissa Floca, Jessica Block, Josh Breslow, Daniel Crawl
2024 — conf
Towards an Integrated Performance Framework for Fire Science and Management Workflows.
CCGridW
Hena Ahmed, Ravi Shende, Ismael Pérez, Daniel Crawl, Shweta Purawat, Ilkay Altintas
2024 J jnl
Towards an Integrated Performance Framework for Fire Science and Management Workflows.
CoRR
Hena Ahmed, Ravi Shende, Ismael Pérez, Daniel Crawl, Shweta Purawat, Ilkay Altintas
2023 B conf
Automating the Evaluation of Datasets for FAIR and CARE Principles.
e-Science
Rujula Yete, Shweta Purawat, Ismael Pérez, Daniel Crawl, Ilkay Altintas
2023 J jnl
Multimodal Wildland Fire Smoke Detection.
Remote. Sens.
Jaspreet Kaur Bhamra, Shreyas Anantha Ramaprasad, Siddhant Baldota, Shane Luna, Eugene Zen, Ravi Ramachandra, Harrison Kim, Chris Schmidt, Chris Arends, Jessica Block, Ismael Pérez, Daniel Crawl, Ilkay Altintas, Garrison W. Cottrell, Mai H. Nguyen
2023 B conf
TrueTrees: A Scalable Workflow for the Integration of Airborne LiDAR Scanning Data into Fuel Models for Prescribed Fire Simulations.
e-Science
Daniel Roten, Lucas A. Wells, Daniel Crawl, Russell Parsons, Anthony Marcozzi, Rodman R. Linn, John Kevin Hiers, Ilkay Altintas
2023 B conf
Visualization and Labeling of Terrestrial LiDAR Data for Three-Dimensional Fuel Classification.
e-Science
Ivannia Gomez Moreno, Isaac Nealey, Daniel Roten, Mai H. Nguyen, Daniel Crawl, Kate O'Laughlin, Melissa Floca, Scott Pokswinski, Ilkay Altintas
2022 B conf
A Science-Enabled Virtual Reality Demonstration to Increase Social Acceptance of Prescribed Burns.
e-Science
Isaac Nealey, Daniela Encinas Pacheco, Ivannia Gomez Moreno, Melissa Floca, Daniel Crawl, Ilkay Altintas
2022 J jnl
Estimation of wildfire wind conditions via perimeter and surface area optimization.
J. Comput. Sci.
Li Tan, Raymond A. de Callafon, Jessica Block, Daniel Crawl, Tolga Çaglar, Ilkay Altintas
2022 B conf
Machine Learning for Improved Post-fire Debris Flow Likelihood Prediction.
IEEE Big Data
Daniel Roten, Jessica Block, Daniel Crawl, Jenny Lee, Ilkay Altintas
2022 J jnl
Multimodal Wildland Fire Smoke Detection.
CoRR
Siddhant Baldota, Shreyas Anantha Ramaprasad, Jaspreet Kaur Bhamra, Shane Luna, Ravi Ramachandra, Eugene Zen, Harrison Kim, Daniel Crawl, Ismael Pérez, Ilkay Altintas, Garrison W. Cottrell, Mai H. Nguyen
2021 — conf
Improving Wildfire Simulations by Estimation of Wildfire Wind Conditions from Fire Perimeter Measurements.
ICCS (5)
Li Tan, Raymond A. de Callafon, Jessica Block, Daniel Crawl, Ilkay Altintas
2020 — conf
Recursive Updates of Wildfire Perimeters Using Barrier Points and Ensemble Kalman Filtering.
ICCS (6)
Abhishek Subramanian, Li Tan, Raymond A. de Callafon, Daniel Crawl, Ilkay Altintas
2019 — conf
Scaling Deep Learning-Based Analysis of High-Resolution Satellite Imagery with Distributed Processing.
IEEE BigData
Mai H. Nguyen, Jiaxin Li, Daniel Crawl, Jessica Block, Ilkay Altintas
2019 J jnl
Toward a Methodology and Framework for Workflow-Driven Team Science.
Comput. Sci. Eng.
Ilkay Altintas, Shweta Purawat, Daniel Crawl, Alok Singh, Kyle Marcus
2019 J jnl
Towards A Methodology and Framework for Workflow-Driven Team Science.
CoRR
Ilkay Altintas, Shweta Purawat, Daniel Crawl, Alok Singh, Kyle Marcus
2019 — conf
Understanding a Rapidly Expanding Refugee Camp Using Convolutional Neural Networks and Satellite Imagery.
eScience
Susanne Benz, Hogeun Park, Jiaxin Li, Daniel Crawl, Jessica Block, Mai H. Nguyen, Ilkay Altintas
2019 — conf
Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure.
IPDPS Workshops
Ilkay Altintas, Kyle Marcus, Isaac Nealey, Scott L. Sellars, John J. Graham, Dima Mishin, Joel Polizzi, Daniel Crawl, Thomas A. DeFanti, Larry Smarr
2019 J jnl
Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure.
CoRR
Ilkay Altintas, Kyle Marcus, Isaac Nealey, Scott L. Sellars, John J. Graham, Dima Mishin, Joel Polizzi, Daniel Crawl, Thomas A. DeFanti, Larry Smarr
2018 J jnl
Enabling FAIR Research in Earth Science through Research Objects.
CoRR
Andrés García-Silva, José Manuél Gómez-Pérez, Raúl Palma, Marcin Krystek, Simone Mantovani, Federica Foglini, Valentina Grande, Francesco De Leo, Stefano Salvi, Elisa Trasatti, Vito Romaniello, Mirko Albani, Cristiano Silvagni, Rosemarie Leone, Fulvio Marelli, Sergio Albani, Michele Lazzarini, Hazel J. Napier, Helen M. Glaves, Timothy Aldridge, Charles Meertens, Fran Boler, Henry W. Loescher, Christine Laney, Melissa A. Genazzio, Daniel Crawl, Ilkay Altintas
2018 — conf
Land Cover Classification at the Wildland Urban Interface using High-Resolution Satellite Imagery and Deep Learning.
IEEE BigData
Mai H. Nguyen, Jessica Block, Daniel Crawl, Vincent Siu, Akshit Bhatnagar, Federico Rodríguez, Alison Kwan, Namrita Baru, Ilkay Altintas
2018 — conf
Scalable Detection of Rural Schools in Africa Using Convolutional Neural Networks and Satellite Imagery.
UCC Companion
Mehrdad Yazdani, Mai H. Nguyen, Jessica Block, Daniel Crawl, Naroa Zurutuza, Dohyung Kim, Gordon Hanson, Ilkay Altintas
2017 — conf
An Unsupervised Deep Learning Approach for Satellite Image Analysis with Applications in Demographic Analysis.
eScience
Jessica Block, Mehrdad Yazdani, Mai H. Nguyen, Daniel Crawl, Marta Jankowska, John J. Graham, Thomas A. DeFanti, Ilkay Altintas
2017 — conf
Automated scalable detection of location-specific Santa Ana conditions from weather data using unsupervised learning.
IEEE BigData
Mai H. Nguyen, Daniel Crawl, Jiaxin Li, Dylan Uys, Ilkay Altintas
2017 Misc conf
Data Assimilation of Wildfires with Fuel Adjustment Factors in farsite using Ensemble Kalman Filtering
ICCS
Thayjes Srivas, Raymond A. de Callafon, Daniel Crawl, Ilkay Altintas
2017 Misc conf
Data Hub Architecture for Smart Cities.
SenSys
Jason Koh, Sandeep Sandha, Bharathan Balaji, Daniel Crawl, Ilkay Altintas, Rajesh K. Gupta, Mani B. Srivastava
2017 Misc conf
Firemap: A Dynamic Data-Driven Predictive Wildfire Modeling and Visualization Environment.
ICCS
Daniel Crawl, Jessica Block, Kai Lin, Ilkay Altintas
2017 J jnl
Modular Resource Centric Learning for Workflow Performance Prediction.
CoRR
Alok Singh, Mai H. Nguyen, Shweta Purawat, Daniel Crawl, Ilkay Altintas
2017 — conf
Research Objects for Interworkability among Global Environmental and Geophysical Data.
eScience
José Manuél Gómez-Pérez, Chuck Meertens, Fran Boler, Henry Loescher, Christine Laney, Daniel Crawl, Ilkay Altintas
2016 — conf
A scalable approach for location-specific detection of Santa Ana conditions.
IEEE BigData
Mai H. Nguyen, Dylan Uys, Daniel Crawl, Charles Cowart, Ilkay Altintas
2016 Misc conf
Integrated Machine Learning in the Kepler Scientific Workflow System.
ICCS
Mai H. Nguyen, Daniel Crawl, Tahereh Masoumi, Ilkay Altintas
2016 Misc conf
Kepler WebView: A Lightweight, Portable Framework for Constructing Real-time Web Interfaces of Scientific Workflows.
ICCS
Daniel Crawl, Alok Singh, Ilkay Altintas
2016 Misc conf
Natural Language Processing using Kepler Workflow System: First Steps.
ICCS
Ankit Goyal, Alok Singh, Shitij Bhargava, Daniel Crawl, Ilkay Altintas, Chun-Nan Hsu
2015 — conf
Big data provenance: Challenges, state of the art and opportunities.
IEEE BigData
Jianwu Wang, Daniel Crawl, Shweta Purawat, Mai H. Nguyen, Ilkay Altintas
2015 Misc conf
Towards an Integrated Cyberinfrastructure for Scalable Data-driven Monitoring, Dynamic Prediction and Resilience of Wildfires.
ICCS
Ilkay Altintas, Jessica Block, Raymond A. de Callafon, Daniel Crawl, Charles Cowart, Amarnath Gupta, Mai H. Nguyen, Hans-Werner Braun, Jürgen P. Schulze, Michael Gollner, Arnaud Trouve, Larry Smarr
2014 J jnl
Big Data Applications Using Workflows for Data Parallel Computing.
Comput. Sci. Eng.
Jianwu Wang, Daniel Crawl, Ilkay Altintas, Weizhong Li
2014 Misc conf
EPiK-a Workflow for Electron Tomography in Kepler.
ICCS
Ruijuan Chen, Xiaohua Wan, Ilkay Altintas, Jianwu Wang, Daniel Crawl, Sebastien Phan, Albert F. Lawrence, Mark H. Ellisman
2014 Misc conf
Progress towards Automated Kepler Scientific Workflows for Computer-aided Drug Discovery and Molecular Simulations.
ICCS
Pek U. Ieong, Jesper Sørensen, Prasantha L. Vemu, Celia W. Wong, Özlem Demir, Nadya P. Williams, Jianwu Wang, Daniel Crawl, Robert V. Swift, Robert D. Malmstrom, Ilkay Altintas, Rommie E. Amaro
2014 Misc conf
Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms.
ICCS
Jianwu Wang, Prakashan Korambath, Ilkay Altintas, Jim Davis, Daniel Crawl
2013 J jnl
Approaches to Distributed Execution of Scientific Workflows in Kepler.
Fundam. Informaticae
Marcin Plóciennik, Tomasz Zok, Ilkay Altintas, Jianwu Wang, Daniel Crawl, David Abramson, Frederic Imbeaux, Bernard Guillerminet, Marcos López-Caniego, Isabel Campos Plasencia, Wojciech Pych, Pawel Ciecielag, Bartek Palak, Michal Owsiak, Yann Frauel
2012 Misc conf
A Framework for Distributed Data-Parallel Execution in the Kepler Scientific Workflow System.
ICCS
Jianwu Wang, Daniel Crawl, Ilkay Altintas
2012 — conf
Challenges and approaches for distributed workflow-driven analysis of large-scale biological data: vision paper.
EDBT/ICDT Workshops
Ilkay Altintas, Jianwu Wang, Daniel Crawl, Weizhong Li
2011 — ch.
Facilitating e-Science Discovery Using Scientific Workflows on the Grid.
Guide to e-Science
Jianwu Wang, Prakashan Korambath, Seonah Kim, Scott A. Johnson, Kejian Jin, Daniel Crawl, Ilkay Altintas, Shava Smallen, Bill Labate, Kendall N. Houk
2011 — conf
Provenance for MapReduce-based data-intensive workflows.
WORKS@SC
Daniel Crawl, Jianwu Wang, Ilkay Altintas
2010 B conf
A Fault-Tolerance Architecture for Kepler-Based Distributed Scientific Workflows.
SSDBM
Pierre Mouallem, Daniel Crawl, Ilkay Altintas, Mladen A. Vouk, Ustun Yildiz
2010 B conf
Fault-Tolerance in Dataflow-Based Scientific Workflow Management.
SERVICES
Ustun Yildiz, Pierre Mouallem, Mladen A. Vouk, Daniel Crawl, Ilkay Altintas
2010 A conf
Monitoring data quality in Kepler.
HPDC
Aisa Na'im, Daniel Crawl, Maria Indrawan, Ilkay Altintas, Shulei Sun
2010 Misc conf
Theoretical enzyme design using the Kepler scientific workflows on the Grid.
ICCS
Jianwu Wang, Prakashan Korambath, Seonah Kim, Scott A. Johnson, Kejian Jin, Daniel Crawl, Ilkay Altintas, Shava Smallen, Bill Labate, Kendall N. Houk
2010 — conf
Understanding Collaborative Studies through Interoperable Workflow Provenance.
IPAW
Ilkay Altintas, Manish Kumar Anand, Daniel Crawl, Shawn Bowers, Adam Belloum, Paolo Missier, Bertram Ludäscher, Carole A. Goble, Peter M. A. Sloot
2010 J jnl
Workflows and extensions to the Kepler scientific workflow system to support environmental sensor data access and analysis.
Ecol. Informatics
Derik Barseghian, Ilkay Altintas, Matthew B. Jones, Daniel Crawl, Nathan Potter, James Gallagher, Peter C. Cornillon, Mark Schildhauer, Elizabeth T. Borer, Eric W. Seabloom, Parviez R. Hosseini
2009 — conf
Accelerating Parameter Sweep Workflows by Utilizing Ad-hoc Network Computing Resources: An Ecological Example.
SERVICES I
Jianwu Wang, Ilkay Altintas, Parviez R. Hosseini, Derik Barseghian, Daniel Crawl, Chad Berkley, Matthew B. Jones
2009 — conf
Kepler + Hadoop: a general architecture facilitating data-intensive applications in scientific workflow systems.
SC-WORKS
Jianwu Wang, Daniel Crawl, Ilkay Altintas
2008 — conf
A Provenance-Based Fault Tolerance Mechanism for Scientific Workflows.
IPAW
Daniel Crawl, Ilkay Altintas
2006 C conf
Using Location Dependence to Manage Mobile Data.
MobiQuitous
Daniel Crawl, Joseph Dunn, John K. Bennett, Avneesh Bhatnagar, Evan Speight