Is it possible to use the same ANN model for all the polymer composites, when studying properties?
We are aware that polymer composites might show enhancement or a decrement in a property depending upon the combination of polymer, modifiers, nanomaterials, methods used to prepare the composites etc.
Dear Sarita
ANN system is highly dependent on training of network. However the training requires atleast 60% of the data.
As you have mentioned that polymer composite shows a different behaviour with different particles , so it may not predict properly.
You might use same ANN algorthim i.e LV,bayesian network etc .However it depends on number of hidden layer and neurons. I think you might also require additional input i.e particle size.
So you have to optimize the function i.e training.
Once you have trained 60% of the data for all polymer composites, then your ANN can predict the remaining 40% data .
All the best
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