McMaster University’s Jonathan Stokes is one of the researchers who developed a new generative AI model which can design new antibiotics to stop the spread of one of the world’s most dangerous antibiotic-resistant bacteria. Credit: McMaster University Researchers at McMaster University and Stanford University have invented a new generative artificial intelligence model that can design …
Credit: Pixabay/CC0 Public Domain What are the leading topics in public finance and budgeting, how have they changed, and what future topics should be more closely researched by professionals and practitioners? Can Chen and two of his former doctoral students, Shiyang Xiao at Syracuse University and Boyuan Zhao at Florida International University, used a machine-learning …
ProteinVAE architecture. Encoder: pre-trained language model (for example, ProtBert) converts the input one-hot-encoded sequences to amino-acid-level representation H. Encoder CNN extracts crude sequence-level representation q, which is used as the fixed query vector in the bottleneck attention mechanism to produce the refined global representation z. Dimensionality of z is adjusted with a linear layer. Reparameterization …
Predicted RIO for Short-billed Gulls based on a machine learning ensemble. The training data are plotted on top (pink dots = presence; green dots = absence). Credit: Ecological Informatics (2023). DOI: 10.1016/j.ecoinf.2023.102364 A recent study published in Ecological Informatics by a team of University of Alaska Fairbanks researchers has used artificial intelligence to further illuminate a habitat swap among …