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My main research interest currently (as of 2017) is “Mathematical AI/ML for Multiscale Science”, with a strong emphasis on biology. Here mathematical AI is Artificial Intelligence via high-level symbolic representations (such as computer algebra) of applied mathematical analysis, geometry, algebra, etc.; and ML is mathematical Machine Learning. An important application is to trainable changes of spatiotemporal scale in scientific models, which are very useful for pursuing multiscale science. Multiscale science is in turn motivated by the massive success of scientific reductionism, which operates by relating scientific fields that describe nature at different spatial and temporal scales.
Research Interests
Papers共 111 篇Author StatisticsCo-AuthorSimilar Experts
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Frontiers in systems biology (2022)
arxiv(2022)
ArXiv (2021)
Nature Cell Biologyno. 3 (2020): 310-320
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