Data Integration

In most of the case, one cannot study complex systems using a single experimental technique, but rather a multi-spectroscopy approach. This supposes different experimental conditions (e.g. frozen solution, liquid phase, gas phase) and different environments (solvents, substrates, etc.). Therefore non-trivial data integration appears to be of a crucial need to fully characterize the studied system. Although being a priori complementary, or being thought so, it is not obvious that coherence will show up without tools allowing to establish the connexions between the various explored experimental fields.

• How to validate the pluri-dataset ?

• Notion of incompatible model

• Need to develop a common language /a network skills to integrate pluri-dataset