Line C. Pouchard

Orcid: 0000-0002-2120-6521

  • Brookhaven National Laboratory, Upton, NY, USA
  • Purdue University, USA
  • Oak Ridge National Laboratory, USA

According to our database1, Line C. Pouchard authored at least 46 papers between 1999 and 2024.

Collaborative distances:



In proceedings 
PhD thesis 


Online presence:



Workflow Mini-Apps: Portable, Scalable, Tunable & Faithful Representations of Scientific Workflows.
CoRR, 2024

Introduction to the Minitrack on Trustworthy Artificial Intelligence and Machine Learning.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

A Rigorous Uncertainty-Aware Quantification Framework Is Essential for Reproducible and Replicable Machine Learning Workflows.
CoRR, 2023

FAIR Enabling Re-Use of Data-Intensive Workflows and Scientific Reproducibility.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Understanding System Resilience for Converged Computing of Cloud, Edge, and HPC.
Proceedings of the High Performance Computing, 2023

Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP.
Proceedings of the 19th IEEE International Conference on e-Science, 2023


Advances in scientific literature mining for interpreting materials characterization.
Mach. Learn. Sci. Technol., 2021

Online data analysis and reduction: An important Co-design motif for extreme-scale computers.
Int. J. High Perform. Comput. Appl., 2021

Reproducibility Practice in High-Performance Computing: Community Survey Results.
Comput. Sci. Eng., 2021

Supercomputer-Based Ensemble Docking Drug Discovery Pipeline with Application to Covid-19.
J. Chem. Inf. Model., 2020

Priority research directions for in situ data management: Enabling scientific discovery from diverse data sources.
Int. J. High Perform. Comput. Appl., 2020

Chimbuko: A Workflow-Level Scalable Performance Trace Analysis Tool.
CoRR, 2020

Chimbuko: A Workflow-Level Scalable Performance Trace Analysis Tool.
Proceedings of the ISAV@SC 2020: ISAV'20 In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2020

Figure Descriptive Text Extraction Using Ontological Representation.
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

Computational reproducibility of scientific workflows at extreme scales.
Int. J. High Perform. Comput. Appl., 2019

Experimental Data Curation at Large Instrument Facilities with Open Source Software.
Int. J. Digit. Curation, 2019

Replicating Machine Learning Experiments in Materials Science.
Proceedings of the Parallel Computing: Technology Trends, 2019

Use Cases of Computational Reproducibility for Scientific Workflows at Exascale.
CoRR, 2018

A pilot "big data" education modular curriculum for engineering graduate education: Development and implementation.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales.
Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017

Increasing Datasets Discoverability in an Engineering Data Platform using Keyword Extraction.
Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016

A generalized topic modeling approach for automatic document annotation.
Int. J. Digit. Libr., 2015

A Linked Science Investigation: Enhancing Climate Change Data Discovery with Ontologies and Semantic Technologies.
Proceedings of the Semantic Web in Earth and Space Science. Current Status and Future Directions, 2015

SWEET ontology coverage for earth system sciences.
Earth Sci. Informatics, 2014

Standing Together for Reproducibility in Large-Scale Computing: Report on reproducibility@XSEDE.
CoRR, 2014

Semantic search integration to climate data.
Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

Data narratives: Increasing scholarly value.
Proceedings of the Connecting Collections, Cultures, and Communities, 2014

A Linked Science investigation: enhancing climate change data discovery with semantic technologies.
Earth Sci. Informatics, 2013

Automatic tag recommendation for metadata annotation using probabilistic topic modeling.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

Developing a power measurement framework for cyber defense.
Proceedings of the Cyber Security and Information Intelligence, 2013

ONEMercury: Towards Automatic Annotation of Environmental Science Metadata.
Proceedings of the Second International Workshop on Linked Science 2012, 2012

Collecting Sensor Data for High-Performance Computing: A Case-study.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2010

A Framework for the Systematic Collection of Open Source Intelligence.
Proceedings of the Technosocial Predictive Analytics, 2009

Virtual Human Problem-Solving Environments.
Proceedings of the Digital Human Modeling - Trends in Human Algorithms, 2008

Content Analysis for Proactive Intelligence: Marshaling Frame Evidence.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

The HotBox: a visual user interface to medical data.
Inf. Vis., 2006

A Standardised Data Model for Process and Flow Management: ISO 15531-43 - A Step Towards CE in Manufacturing -.
Proceedings of the Leading the Web in Concurrent Engineering. Next Generation Concurrent Engineering, 2006

Integrative Computational Frameworks for Multiscale Digital Human Modeling and Simulation.
Proceedings of the Computational Science, 2006

Agent Based Semantic Grids: Research Issues and Challenges.
Scalable Comput. Pract. Exp., 2005

The Earth System Grid: Supporting the Next Generation of Climate Modeling Research.
Proc. IEEE, 2005

Data Grid discovery and Semantic Web technologies for the earth sciences.
Int. J. Digit. Libr., 2005

First international workshop on semantic infrastructure for grid computing applications (SIGAW).
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

An Ontology for Scientific Information in a Grid Environment: the Earth System Grid.
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003

A Community of Agents for User Support in a Problem-Solving Environment.
Proceedings of the Infrastructure for Agents, 2000

Multiagent Framework for Lean Manufacturing.
IEEE Internet Comput., 1999