Professor, Applied Math
nelsonhy@jmu.edu
Contact Info
Website: https://educ.jmu.edu/~nelsonhy/
Research Description
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Artificial Intelligence
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Data Science
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Machine Learning
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Statistical Mechanics
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Material science
- Inverse problems
- Partial differential equations
Education
- PhD in Mathematics, 2010, New York University
- MS in Mathematics, 2005, American University of Beirut
- BS in Mathematics, 2002, Beirut Arab University
Select Publications
- H, Nelson, Essential Math for AI - Next Level Mathematics for Building Efficient and Successful AI Systems, O'Reilly Media
- J. V. Alcala and H. AH Shehadeh, Threat detection: Recovering the source function in the advection diffusion equation, Mathematical Inverse Problems, Vol 5 no 1 (2018), pp. 20-34.
- H. AH Shehadeh, A. Malcolm and J. Schotland, Inversion of the Bremmer series, Journal of Computational Mathematics, Vol.35, No.5 (2017), pp. 586-599.
- H. AH Shehadeh, R.V. Kohn and J. Weare, The Evolution of a Crystal Surface, Physica D, 240 (2011), pp. 1771-1784.