Tin Nguyen and his Ph.D. students Duc Tran, Hung Nguyen and Bang Tran have used the data processing power of machine learning to develop a novel tool to support the research of life scientists. Named ...

Methods: We developed a Deep Hierarchical Conditional Variational Autoencoder (CVAE) for de novo ACP design, using transfer learning by initializing the ESM-2 pre-trained encoder. A comprehensive ACP ...

References [1] Cross-modal semantic autoencoder with embedding consensus. Scientific Reports (2021). [2] Deep adversarial metric learning for cross-modal retrieval. World Wide Web (2018).

The autoencoder network model for HIV classification, proposed in this paper, thus outperforms the conventional feedforward neural network models and is a much better classifier. Current Science is a ...