A collaborative research team led by Professor Pan Feng from the School of New Materials at Peking University Shenzhen ...

Article Highlight | 3-Nov-2023 Deep variational autoencoder for proteomics mass spectrometry data analysis Research image: Figure 1. Schematic diagram of Dear-DIA. view more Credit: Research ...

The discovery of this idea in the original 2013 research paper ("Auto-Encoding Variational Bayes" by D.P. Kingma and M. Welling) was the key to enabling VAEs in practice. Training a Variational ...

Find the technical paper here. Published August 2023. Z. Wang et al., “Improving Semiconductor Device Modeling for Electronic Design Automation by Machine Learning Techniques,” in IEEE Transactions on ...

In this paper, we introduce a new method to analyse HIV using a combination of autoencoder networks and genetic algorithms. The proposed method is tested on a set of demographic properties of ...

Gang Bao, Variational Approximation of Maxwell's Equations in Biperiodic Structures, SIAM Journal on Applied Mathematics, Vol. 57, No. 2 (Apr., 1997), pp. 364-381 ...