
معرفی
Murray Patterson is an Assistant Professor in the Department of Computer Science at Georgia State University. His academic journey includes a Ph.D. from the University of British Columbia (2012), followed by postdoctoral research at Inria (France), CWI (Netherlands), Lyon's Evolutionary Biology Lab, and Milan's Experimental Algorithmics Lab. He previously held a visiting position at Fairfield University before joining Georgia State in 2020.
Education:
- B.C.S., Acadia University, 2003
- M.S., Computing Science, Simon Fraser University, 2006
- Ph.D., Computer Science, University of British Columbia, 2012
Research Interests: Focuses on algorithmic approaches to bioinformatics challenges, particularly evolutionary biology and cancer genomics. Key areas include:
- Evolutionary tree construction and dynamics analysis
- Haplotype assembly and cancer cell progression modeling
- Machine learning for molecular sequence classification
- Privacy-preserving federated learning methods
- Interdisciplinary applications of computational geometry and kernel methods.
Research Trends: Recent work emphasizes scalable tools for analyzing long-read sequencing data, developing novel embeddings for biological sequences (e.g., Hist2Vec, Spike2Vec), and integrating geometric approaches (Bezier curves, Poincaré distances) into bioinformatics workflows. The 2025 publications highlight advancements in privacy-enhanced federated learning frameworks and kernel-based sequence analysis techniques.
Awards & Grants: No explicitly listed awards. His work has been supported by grants for tumor phylogeny pipelines and pandemic response initiatives.
Labs & Collaborations: Active in the Experimental Algorithmics Lab (algolab.eu) and affiliated with Georgia State's bioinformatics research community. Develops open-source tools like Plastic for tumor phylogeny benchmarking and PDB2Vec for 3D protein structure analysis.
Murray Patterson در سایتهای دیگر
جستوجوهای مرتبط
شاید اینها هم برایتان مناسب باشند
S. Cenk SahinalpUniversity of Maryland, College Park · استاد مدعو
Xiaoqiu HuangIowa State University · استاد
Jianer ChenTexas A&M University · استاد
Mohammed El-KebirUniversity of Illinois Urbana-Champaign · دانشیار
Palash SashittalVirginia Polytechnic Institute and State University · استادیار
Hyrum D. CarrollColumbus State University · دانشیار