Nathan Collier

According to our database, Nathan Collier authored at least 5 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

ESGF-Assistant: A Domain-Specific Large Language Model for Navigating Earth System Data.

Daniel Saedi Nia, Elias C. Massoud, Bharat Sharma, Jitendra Kumar, Nathan Collier, Forrest M. Hoffman

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Enhancing Photosynthesis Simulation Performance in ESMs with Machine Learning-Assisted Solvers.

Elias C. Massoud, Nathan Collier, Bharat Sharma, Jitendra Kumar, Forrest M. Hoffman

Proceedings of the IEEE International Conference on Big Data, 2024

2020

Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and Analysis of Biosphere-Atmosphere Interactions.

David J. Durden, Stefan Metzger, Housen Chu, Nathan Collier, Kenneth J. Davis, Ankur R. Desai, Jitendra Kumar, William R. Wieder, Min Xu, Forrest M. Hoffman

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

2018

Detecting Outliers in Streaming Time Series Data from ARM Distributed Sensors.

Yuping Lu, Jitendra Kumar, Nathan Collier, Bhargavi Krishna, Michael A. Langston

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2003

Holistic but customized resources for a course in numerical methods.

Autar K. Kaw, Nathan Collier, Michael Keteltas, Jai Paul, Glen Besterfield

Comput. Appl. Eng. Educ., 2003