AI4SurrogatesMesoScale issueshttps://code.ornl.gov/7ml/ai4surrogatesmesoscale/-/issues2021-07-22T13:23:22Zhttps://code.ornl.gov/7ml/ai4surrogatesmesoscale/-/issues/4Explore ML training for the new dataset with a new temperature dimension2021-07-22T13:23:22ZChoi, Jong YoulExplore ML training for the new dataset with a new temperature dimensionLupo Pasini, MassimilianoLupo Pasini, Massimilianohttps://code.ornl.gov/7ml/ai4surrogatesmesoscale/-/issues/2Use of DL model to predict functional properties2021-07-12T15:33:22ZLupo Pasini, MassimilianoUse of DL model to predict functional properties- use Linear Regression to map lattice parameter -> Young modulus
- use single headed Neural Network to map lattice parameter -> Young modulus
- use multi-headed Neural Network to map composition -> lattice parameter + Young modulus- use Linear Regression to map lattice parameter -> Young modulus
- use single headed Neural Network to map lattice parameter -> Young modulus
- use multi-headed Neural Network to map composition -> lattice parameter + Young modulus