​The student will work on combining methods from Symbolic Artificial Intelligence (formal logics, rule-based systems) with machine learning and statistical approaches to data mining, and apply these methods to biomedical datasets. Major application areas include understanding molecular mechanisms underlying traits, phenotypes, and disease, and identifying ways to perturb biological systems through bioactive compounds (drugs).​
Professor Akira Kinjo, from the Institute for Protein Research at Osaka University recently gave a talk titled, "Cooperative 'folding transition' in the sequence space facilitates function-driven evolution of protein families".
That is not a Messenger troll, but the actual conversation between two chatbots by the Facebook AI Research (FAIR). The two robots, Bob and Alice, were thought the art of negotiation apples and books. They had been instructed to work out how to negotiate between themselves and improve their bartering as they went along. But, after leaving the pair alone, they start talking in this uncompressible but yet effective vocabulary. 
Professor Carlos Duarte is the director of the Red Sea Research Center, a professor of marine science and the Tarek Ahmed Juffali Research Chair in Red Sea Ecology. ​His research focuses on understanding the impacts of global change in marine ecosystems, addressing all components from microbes to megafauna. His research involves two nodes of separate but complementary interests: one on the metabolic and elemental budgets of marine ecosystems and their connectivity in space, and the other on the stability and dynamics of marine habitats and the maintenance of biodiversity, including demographics, space occupation and gene flow. His CBRC engagement is mainly focused on metagenomics.