The study of the inversion of multivariable linear time varying systems modelled by bond-graph is proposed in this paper. An analysis method based on non-commutative differential algebra concepts is ...

A deep generative model based on a variational autoencoder (VAE), conditioned simultaneously by two target properties, is developed to inverse design stable magnetic materials. The structure of the ...

Gene relation prediction is crucial for understanding cancer pathways and developing targeted treatments. This study proposes a novel Graph Transformer Network to predict gene relations by integrating ...