基本信息
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个人简介
Research interests:
My broad research field is computational science (or scientific computing). I am interested in developing efficient numerical solution techniques for various large scale mathematical problems, such as parameter estimation and data-fitting inverse problems, non-linear optimization problems, solution of partial differential equations and sparse linear systems. The problems that I consider arise from diverse fields such as machine learning, signal/image processing, and geophysical imaging, for which I develop efficient parallel algorithms and software for solving the problems at hand. Such efficient and scalable algorithms and software are particularly important these days, as the available data get larger in various applications and better algorithms are required for analyzing them.
My broad research field is computational science (or scientific computing). I am interested in developing efficient numerical solution techniques for various large scale mathematical problems, such as parameter estimation and data-fitting inverse problems, non-linear optimization problems, solution of partial differential equations and sparse linear systems. The problems that I consider arise from diverse fields such as machine learning, signal/image processing, and geophysical imaging, for which I develop efficient parallel algorithms and software for solving the problems at hand. Such efficient and scalable algorithms and software are particularly important these days, as the available data get larger in various applications and better algorithms are required for analyzing them.
研究兴趣
论文共 54 篇作者统计合作学者相似作者
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INVERSE PROBLEMSno. 1 (2024)
CoRR (2024)
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AAAI 2024no. 11 (2024): 11874-11882
arxiv(2023)
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CoRR (2023)
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