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Numerical Methods in SciPy
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FDM on semiconductor behavior #254

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kangwonlee commented 1 year ago

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Finite Difference Method (FDM) is one of the numerical methods used to simulate the behavior of semiconductors like Silicon, Phosphorus, and Arsenic. In FDM, we use the discretization of the semiconductor material into a grid of smaller elements. Each element of the grid is considered as a node, and the differential equations that describe the behavior of the material at each point in the grid are solved.

One example of a differential equation that might be used to model the behavior of a doped semiconductor is the Poisson's equation, which relates the distribution of charges in the material to the electric potential. Another key equation is the continuity equation, which relates the flow of charge to the electric field and the material properties.

The FDM technique involves approximating the derivatives in the differential equations using finite differences. This helps to convert the differential equations into a system of linear equations, which can be solved using matrix algebra. Once the equations are solved, the resulting simulation can be used to predict the behavior of the doped semiconductor under different conditions, such as changes in temperature or applied voltage. This information can then be used to design and optimize semiconductor devices for specific applications.

kangwonlee commented 1 year ago
kangwonlee commented 1 year ago

Possibly folder 70 something