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