Geometric algebra generation of molecular surfaces

Author:

Alfarraj Azzam12ORCID,Wei Guo-Wei134ORCID

Affiliation:

1. Department of Mathematics, Michigan State University, East Lansing, MI 48824, USA

2. Department of Mathematics, King Fahd University of Petroleum and Minerals, Dhahran 31261, KSA

3. Department of Electrical and Computer Engineering, Michigan State University, East Lansing, MI 48824, USA

4. Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824, USA

Abstract

Geometric algebra is a powerful framework that unifies mathematics and physics. Since its revival in the 1960s, it has attracted great attention and has been exploited in fields like physics, computer science and engineering. This work introduces a geometric algebra method for the molecular surface generation that uses the Clifford–Fourier transform (CFT) which is a generalization of the classical Fourier transform. Notably, the classical Fourier transform and CFT differ in the derivative property in R k for k even. This distinction is due to the non-commutativity of geometric product of pseudoscalars with multivectors and has significant consequences in applications. We use the CFT in R 3 to benefit from the derivative property in solving partial differential equations (PDEs). The CFT is used to solve the mode decomposition process in PDE transform. Two different initial cases are proposed to make the initial shapes in the present method. The proposed method is applied first to small molecules and proteins. To validate the method, the molecular surfaces generated are compared to surfaces of other definitions. Applications are considered to protein electrostatic surface potentials and solvation free energy. This work opens the door for further applications of geometric algebra and CFT in biological sciences.

Funder

National Institutes of Health

National Science Foundation

Publisher

The Royal Society

Subject

Biomedical Engineering,Biochemistry,Biomaterials,Bioengineering,Biophysics,Biotechnology

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Survey of new applications of geometric algebra;Mathematical Methods in the Applied Sciences;2023-07-31

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