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职业迁徙
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Research Interests
My research focuses on the problem of reconciling models and data by extracting information about the structure of models and the shape of data. To develop these methods, we combine techniques from a variety of disciplines such as computational algebraic geometry and computational topology, statistics, optimization, network theory, and systems biology.
Keywords: Mathematical modelling, nonlinear algebra and computational topology for applications to data science, systems biology and medicine
I always enjoyed mathematics, but also was curious about medicine. I learned that it is possible to combine mathematics to study biology and medicine in university, and continued these directions, specifically reconciling mathematical models and data. If we can understand how biology works at the genetic/molecular/cellular scale, as well as what goes wrong in disease, then we may be able to use mathematics to help design drug therapies.
My research focuses on the problem of reconciling models and data by extracting information about the structure of models and the shape of data. To develop these methods, we combine techniques from a variety of disciplines such as computational algebraic geometry and computational topology, statistics, optimization, network theory, and systems biology.
Keywords: Mathematical modelling, nonlinear algebra and computational topology for applications to data science, systems biology and medicine
I always enjoyed mathematics, but also was curious about medicine. I learned that it is possible to combine mathematics to study biology and medicine in university, and continued these directions, specifically reconciling mathematical models and data. If we can understand how biology works at the genetic/molecular/cellular scale, as well as what goes wrong in disease, then we may be able to use mathematics to help design drug therapies.
研究兴趣
论文共 95 篇作者统计合作学者相似作者
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Iris H.R. Yoon,Robert Jenkins,Emma Colliver,Hanyun Zhang,David Novo,David Moore, Zoe Ramsden,Antonio Rullan,Xiao Fu,Yinyin Yuan,Heather A. Harrington,Charles Swanton,
biorxiv(2024)
CoRR (2024)
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arxiv(2024)
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arXiv (Cornell University) (2023)
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arxiv(2023)
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arxiv(2023)
SIAM J. Appl. Algebra Geom.no. 1 (2023): 194-235
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Jingjie Yang, Heidi Fang,Jagdeep Dhesi,Iris H. R. Yoon,Joshua A. Bull,Helen M. Byrne,Heather A. Harrington,Gillian Grindstaff
arXiv (Cornell University) (2023)
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Leukemiano. 2 (2023): 503-503
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PHYSICAL REVIEW RESEARCHno. 4 (2023): 043006
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