معرفی
Dr. Xuan Guo is an Associate Professor in the Department of Computer Science and Engineering at the University of North Texas, part of the College of Engineering. His research focuses on big data mining, high-performance computing, and their applications in biology, environment, and health. He leads the Biocomputing Research Group, developing bioinformatics tools for metaproteomics, genomics, and computational biology.
Research Interests: Dr. Guo’s work spans Scientific Computing (machine learning, data mining, computational biology), High-Performance Computing (cloud computing, big data analytics, distributed systems), and Genome-wide Association Studies. He actively seeks PhD students and undergraduate researchers in Computational Biology and Biocomputing.
Publications & Tools: His lab has developed tools like CloudProteoAnalyzer, Transformer-DIA, and MetaLP, advancing metaproteomics and proteomics analysis. Recent work emphasizes scalable cloud-based solutions for big data in proteomics and deep learning applications in mass spectrometry.
Professional Activities: Dr. Guo serves as an editor for PLOS ONE and International Journal of Bioinformatics Research and Applications, and has organized conferences like IEEE International Conference on Smart City Innovations. He contributes to technical program committees for major bioinformatics and big data conferences.
Lab & Collaborations: The Biocomputing Research Group collaborates with institutions like the National Institutes of Health (NIH) on projects like the R15 Project on Metaproteomics. Current research includes protein identification, quantification, and computational frameworks for complex biological datasets.
