Education
Ph.D. Candidate in the Individualized Interdisciplinary Studies program (Fall 2019 - present)
Simon Fraser University (SFU), Burnaby, Canada – Department of Mathematics, Computing Science and Biology
Master of Science, Decision Science and Data Engineering (2016 – 2018)
University of Tehran (UT), Tehran, Iran – Faculty of New Sciences and Technologies - Title of Thesis: Inferring Tumor Lineage Using Single-Cell Data
Bachelor of Science, Mathematics & Applications (2011 – 2016)
Kharazmi University (KHU), Alborz, Iran - Faculty of Mathematical Sciences and Computer
Experiences
Research Assistant
MAGPIE Lab – Department of Mathematics - SFU (2019 - present)
- Developed a method of measuring diversity using unsupervised clustering on tuberculosis genome data.
- Developed an optimization code for constructing weighted phylogenetic networks using binary trees.
- Studied different types of split systems and the metrics inferred from them.
Mooers’ Biodiversity Lab – Department of Biological Sciences - SFU (2019 - present)
- Devised a measure of feature diversity on anadromous salmon SNP data using game theory.
- Explored the information loss when using the circular approximation of a split system for maximizing diversity in conservation biology.
Bioinformatics and Computational Biology Lab - Faculty of New Sciences and Technologies - UT (2016 - 2018)
- Modified supervised and unsupervised machine learning algorithms to detect heterogeneity in tumor data.
- Developed an imputation method for binary incomplete datasets.
- Devised a distance meter based on mutual information for constructing a tumor phylogenetic tree.
Teaching
Lecture Assistant - The 13th and 14th Annual Summer Institute in Statistics and Modeling in Infectious Diseases (SISMID) - University of Washington (2021 - 2022)
- Reviewed and devised lecture materials.
- Assisted participants in course projects on simulating a hypothetical outbreak in R programing language.
Teaching Assistant - Department of Mathematics - SFU (2019 - present)
- Applied calculus (applied linear algebra) workshop.
- Calculus Ⅰ and Ⅱ workshop.
Teaching Assistant - Faculty of New Sciences and Technologies - UT (2016 - 2018)
- Multi-criteria decision making.
- Soft computing.
- Graph theory.
Programing Instructor - Engineering Skills Development Centre(ESDC) - UT (2017)
- Python fundamentals.
Publications
Abhari N., Colijn C., Mooers A., and Tupper P. (2023). “Capturing Diversity: Split Systems and Circular Approximations for Conservation”. Journal of Theoretical Biology. DOI: 10.1101/gr.277669.123
Zhang L., Abhari N., Colijn C., and Wu Y. (2023). “A Fast and Scalable Method for Inferring Phylogenetic Networks from Trees by Aligning Lineage Taxon Strings”. Genome Research. DOI: 10.2139/ssrn.4522288
Skills
Computer and Software Skills
- Operating Systems: WINDOWS, Ubuntu, MacOS.
- Engineering Software: MATLAB, Maple.
- Programing Language: Python, R, HTML, Julia.
- Specialized applications: Dendroscope, SplitsTree, Phylogenetic Diversity Analyzer.
- Teaching applications: Canvas, Crowdmark, WebAssign, MathXL in Pearson.
- General Software: Microsoft Office, LaTeX, Adobe Photoshop.
Language skills
- Persian (Native).
- English (Advanced).
- German (Intermediate – ÖSD (Österreichisches Sprachdiplom Deutsch) Certificate B1, 2013).