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WG4 SUMMARY
DATA
WG4 can be summarized in one word:
Management of data:
Use of data
How do we keep track of, exchange and manage all the data that is generated by the SMARTCATS community
How can we efficiently use the immense amount of data that the SMARTCATS community generates
WG4: TITLE
Standard definition
for data collection and mining
toward a virtual chemistry of smart carriers
WG4 CHALLENGEThe main challenge of this WG is to
provide a forum for all experts in the combustion community to formulate a common set of requirements for a universal combustion database not
only capable of efficiently store the vast amount of raw data generated by
experiments and modeling but also, more importantly, efficiently
accessible for future use and maintenance.
WG4: AIMS• Identification of the main requirements and tools for the development of databases, software and mathematical tools for data collection and handling as well as chemistry optimization using data mining techniques.
• Definition of “crucial” experiments and simulations, uncertainty and sensitivity analysis in combustion modeling
DEFINITIONS AND REQUIREMENTS
WG4: INCREASED DIALOG ABOUT DATA
WG4 SOFTWARE TECHNICAL REALIZATION
Keyword:
Infrastructures
Clouds
Virtual research environments
ScalabilityOpen Data Big Data
DATA PERSPECTIVE: DATA EXCHANGE
• Data is the backbone of modern scientific research
• Exchange of data is paramount to successful interaction between research groups
OPEN DATA
Publications and conferences
Data exchanged between researchers (email, etc)
Virtual Research Environment
papers
Data files
Clouds (infrastructures)
WG4: DATA PERSPECTIVE
Definition of specific sets of prerequisites and goals for the establishment of a combustion database that will allow efficient electronic communication of combustion-related data.
DATA PERSPECTIVE: SOCIAL NETWORK
DATA PERSPECTIVE: MANY SOURCES
DATA PERSPECTIVE: INTERRELATIONSHIPS
VIRTUAL RESEARCH ENVIRONMENT
the key objective of the proposal is to
build on a dedicated e-infrastructure a European CMMST
Virtual Research Environment
engineered according to a synergistic model paving the way to competitive collaboration
and market oriented sustainable activities.
CMMST Proposal Initiated by Antonio Laguna
VIRTUAL RESEARCH ENVIRONMENT
UNIQUE STRATEGY
Quality based credit mechanism
credit award & redemption system
synergistic approach
WG4 SUMMARY
DATA
WG4 can be summarized in one word:
Management of data:
Use of data
How do we keep track of, exchange and manage all the data that is generated by the SMARTCATS community
How can we efficiently use the immense amount of data that the SMARTCATS community generates