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Wei Zhu
(朱慰)
Assistant Professor Department of Mathematics and Statistics University of Massachusetts Amherst Office: LGRT 1423J Office hour: W 11:30am - 1:30pm Email: weizhu at umass dot edu Curriculum Vitae |
Position
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Assistant Professor, Department of Mathematics and Statistics, University of Massachusetts Amherst, 2020-present.
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Research Assistant Professor, Department of Mathematics, Duke University, 2017-2020.
Mentor: Ingrid Daubechies.
Education
- Ph.D. Applied Mathematics, University of California, Los Angeles, 2017.
Ph.D. Advisor: Stanley Osher.
- B.S. Mathematics, Tsinghua University, 2012.
External Grants
- PI. Air Force Young Investigator Program (YIP), Structure-preserving and discovery in scientific machine learning, $449,540, 2024-2027.
- co-I. NIH R01, A novel approach of age-grading of mosquitoes using SERS and machine learning models, $1,917,579, 2023-2028, (PI: Lili He at UMass Amherst).
- PI. NSF DMS-2244976, CDS&E: Robust symmetry-preserving machine learning: theory and application, $160,000, 2023-2026.
- PI. NSF DMS-2140982, CDS&E EAGER Grant, $103,360, 2021-2024.
- PI. NSF DMS-1952992, DMS-2052525, CDS&E: Applied geometry and harmonic analysis in deep learning regularization: theory and applications, $155,000, 2020-2024.
Internal Grants
- co-PI. Institute for Applied Life Sciences (IALS) Midigrant, Quantification of bacterial contamination levels on surfaces, $15,000, 2023, (PI: Lili He at UMass Amherst).
Opennings
- Our group is always looking for motivated postdocs and Ph.D. students.
- For postdocs, please apply through Mathjobs and send me an email with your CV.
- Self-motivated students interested in data science, machine learning, scientific computing, and computer vision are welcome to send me an email with your CV.
Links