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Definition of Computational Science Computational Science for NRM D. Wang Computational science is a rapidly growing multidisciplinary field that uses.

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Presentation on theme: "Definition of Computational Science Computational Science for NRM D. Wang Computational science is a rapidly growing multidisciplinary field that uses."— Presentation transcript:

1 Definition of Computational Science Computational Science for NRM D. Wang Computational science is a rapidly growing multidisciplinary field that uses advanced computing capabilities to understand and solve complex problems. Three distinct elements: –Driven by the underlying science/engineering/humanities problems; –Solve the problems through simulations; –Using advanced computing technologies systems and infrastructure;

2 Working Procedure Computational Science for NRM D. Wang Complex problems Build system or conceptual models Computational Scientists Scientists /Engineers Computer models (machine-understandable formats) Best/feasible solutions Model results Computability /Capability Scientists /Engineers Understandable/Usable

3 Requirements and potentials Computational Science for NRM D. Wang Underlying sciences/engineering Mathematical modeling Computer science Basic knowledge requirements Need multidisciplinary collaborations Advantages and limitations

4 Frontiers and Challenges (1) Computational Science for NRM D. Wang Dr. Gross’s talk Existing problems in natural resource management A general framework or template for a variety of problems?

5 Computing, computing Computational Science for NRM D. Wang Some fundamental computing terminologies Date structures Programming languages Algorithms Advanced computing paradigms Distributed computing Parallel computing Grid computing & Internet Computing Computer architecture Operating Systems Networking

6 Frontiers and Challenges (2) Computational Science for NRM D. Wang Population (aggregated) model Individual based model Spatial explicit model Multi-species model Model integrations Ecosystem modeling (multimodeling) Model characteristics Model integrations

7 Frontiers and Challenges (3) Computational Science for NRM D. Wang Statistical model Information retrieval (data mining) Date visualization / Data mapping (GIS) Date archive (Long term data, etc) Date standardization (NBII, metadata) Model analysis Model result representation

8 Hey, I am a CS guy Computational Science for NRM D. Wang HPC (solve a large scale problem in a second?) Information sharing (Everyone in the world should see my results !!!) Information analysis (now I am sure I will not run into a black bear if I camp here!) Something Interesting


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