Conference proceeding
CyberWater -- An open and sustainable framework for diverse data and model integration with provenance and access to HPC
07/12/2022
DOI: 10.5281/zenodo.6824392
Abstract
This project develops CyberWater, a community-driven open and sustainable modeling software framework that integrates a wide range of models and datasets across disparate temporal and spatial scales, to address a high priority need for water research communities: interoperability among a wide variety of data sources and models, and integration of different computational models into water research communities. The CyberWater framework allows scientists to discover and access heterogeneous data online for diverse models, to assess and evaluate model interactions and outcomes, and to use these coupled models to test comprehensive hypotheses and alternate processes. Moreover, CyberWater enables not only easy and incremental integration of diverse data sources and models but also seamless and on-demand access to various HPC (high performance computing) resources. Its core components include the Meta-Scientific-Modeling (MSM) core, Data Agents, Model Agents, and generic model agent toolkit.
Details
- Title: Subtitle
- CyberWater -- An open and sustainable framework for diverse data and model integration with provenance and access to HPC
- Creators
- Xu LiangYao LiangDaniel LunaRanran ChenFeng LiRyan YoungDrew BiegerLevi ConnellyMelody HammelAnthony CastronovaIbrahim DemirRichard HooperWitold KrajewskiLan LinRicardo MantillaSudhakar PamidighantamFengguang SongYang Zhang
- Resource Type
- Conference proceeding
- DOI
- 10.5281/zenodo.6824392
- Publisher
- Zenodo
- Language
- English
- Date published
- 07/12/2022
- Academic Unit
- Electrical and Computer Engineering; Civil and Environmental Engineering; Injury Prevention Research Center
- Record Identifier
- 9984528131502771
Metrics
35 Record Views