Understanding the interactions between natural processes and human activities poses major challenges as it requires the integration of models and data across disparate disciplines. It typically takes many months and even years to create valid end-to-end simulations as different models need to be configured in consistent ways and generate data that is usable by other models. MINT is a novel framework for model integration that captures extensive knowledge about models and data and aims to automatically compose them together. MINT guides a user to pose a well-formed modeling question, select and configure appropriate models, find and prepare appropriate datasets, compose data and models into end-to-end workflows, run the simulations, and visualize the results. MINT currently includes hydrology, agriculture, and socioeconomic models.
|Original language||English (US)|
|Title of host publication||Proceedings of the 24th International Conference on Intelligent User Interfaces, IUI 2019|
|Publisher||Association for Computing Machinery|
|Number of pages||2|
|State||Published - Mar 16 2019|
|Event||24th International Conference on Intelligent User Interfaces, IUI 2019 - Marina del Ray, United States|
Duration: Mar 16 2019 → Mar 20 2019
|Name||International Conference on Intelligent User Interfaces, Proceedings IUI|
|Conference||24th International Conference on Intelligent User Interfaces, IUI 2019|
|City||Marina del Ray|
|Period||3/16/19 → 3/20/19|
Bibliographical notePublisher Copyright:
© 2019 ACM.
Copyright 2019 Elsevier B.V., All rights reserved.
- Environmental modeling
- Intelligent workflow systems
- Model integration
- Scientific discovery