Machine learning workflow enables faster, more reliable organic crystal structure prediction

Prediction of crystal structures of organic molecules is a critical task in many industries, especially in pharmaceuticals ...
IEEE

Efficient Model Structure Selection Method for Automated Neural-based Model Generation of Microwave Components

Abstract: Automated model generation (AMG) is a robust algorithm designed to expedite the development of artificial neural network (ANN) models, particularly widely applied in microwave modeling. AMG ...

Owning This Noughties Handbag Is A Rite Of Passage For The Girls In Paris

Wherever I turned on a recent jaunt across the Channel, Parisian women were wearing their Gerard Darel 24h bags in ...
IEEE

Automl Framework for Ensembling: Split Validation Sets for Coefficient and Structure Selection

Abstract: We propose AutoESSV, a versatile method for choosing ensemble strategies by utilizing a split validation set. This approach incorporates a second validation set, enabling the ensemble ...