Data Analytics and Modeling
Our team has been on the forefront of many advancements in modeling frameworks for improved model and data integration. Our platform-independent data management and modeling services represent state-of-the-art distributed storage and computing techniques to provide the scalability and availability necessary to serve a broad range of needs. Our eRAMS web services provide platform-independent access to data, models, modeling outputs, and metamodeling.
At OWSI, we have enabled our users to more accurately study systems of interest through model and data integration by removing platform barriers and efficiently streamlining data queries and workflows.
expertise
- Model integration and optimization
- Modeling frameworks for modular and component-based modeling
- Distributed data storage for scalability and availability
- Large location-based timeseries hosting
- Workflow and provenance management systems
- Model data provisioning
- Parallel processing and high performance computing
- Deployment of models as “Modeling-as-a-Service” (MaaS)
- Meta-modeling automation with artificial neural networks
Tools
- Cloud Services Integration Platform (CSIP)
- Dynamic Network Optimization (Dynet)
- Dynamic Programming (Dypro)
- Geographical Information Systems (eRAMS GIS)
- Model Data Processing Interface (MODPI)